Index

_

__add__() (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) (machine_learning.automatic_differentiation.Variable method) (maths.dual_number_automatic_differentiation.Dual method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) __allocated_resources_table (other.bankers_algorithm.BankersAlgorithm attribute) __assert_graph_edge_does_not_exist_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __assert_graph_edge_exists_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __assert_graph_vertex_does_not_exist_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __assert_graph_vertex_exists_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __author__ (in module compression.lz77) (in module data_structures.stacks.dijkstras_two_stack_algorithm) (in module dynamic_programming.minimum_steps_to_one) (in module graphics.vector3_for_2d_rendering) (in module other.linear_congruential_generator) (in module web_programming.emails_from_url) __aux_list (data_structures.hashing.hash_table.HashTable attribute) __available_resources() (other.bankers_algorithm.BankersAlgorithm method) __bool__() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.hashing.hash_map._DeletedItem method) (data_structures.heap.randomized_heap.RandomizedHeap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.stacks.stack.Stack method) __call__() (machine_learning.sequential_minimum_optimization.Kernel method) __claim_vector (other.bankers_algorithm.BankersAlgorithm attribute) __components (linear_algebra.src.lib.Vector attribute) __contains__() (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.hashing.bloom_filter.Bloom method) (data_structures.linked_list.doubly_linked_list_two.LinkedList method) (data_structures.stacks.stack.Stack method) (other.lfu_cache.LFUCache method) (other.lru_cache.LRUCache method) __decrypt_part() (in module ciphers.trifid_cipher) __delitem__() (data_structures.hashing.hash_map.HashMap method) __dft() (maths.radix2_fft.FFT method) __email__ (in module web_programming.emails_from_url) __encrypt_part() (in module ciphers.trifid_cipher) __enter__() (machine_learning.automatic_differentiation.GradientTracker method) __eq__() (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.heap.heap.Comparable method) (data_structures.queue.double_ended_queue.Deque method) (divide_and_conquer.convex_hull.Point method) (graphs.greedy_best_first.Node method) (machine_learning.astar.Cell method) (machine_learning.automatic_differentiation.Operation method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) (project_euler.problem_054.sol1.PokerHand method) (searches.hill_climbing.SearchProblem method) (sorts.patience_sort.Stack method) (strings.top_k_frequent_words.WordCount method) __exit__() (machine_learning.automatic_differentiation.GradientTracker method) __floordiv__() (maths.dual_number_automatic_differentiation.Dual method) __ge__() (divide_and_conquer.convex_hull.Point method) (project_euler.problem_054.sol1.PokerHand method) __generate_graphs() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __generate_random_edges() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) __get_demo_graph() (in module graphs.finding_bridges) __getitem__() (data_structures.hashing.hash_map.HashMap method) (data_structures.heap.min_heap.MinHeap method) (data_structures.linked_list.singly_linked_list.LinkedList method) (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList method) (matrix.sherman_morrison.Matrix method) __gt__() (data_structures.heap.heap.Comparable method) (divide_and_conquer.convex_hull.Point method) (project_euler.problem_054.sol1.PokerHand method) __hash__() (divide_and_conquer.convex_hull.Point method) (graphs.deep_clone_graph.Node method) (project_euler.problem_054.sol1.PokerHand method) (searches.hill_climbing.SearchProblem method) __hash_double_function() (data_structures.hashing.double_hash.DoubleHash method) __hash_function_2() (data_structures.hashing.double_hash.DoubleHash method) __heap (data_structures.heap.max_heap.BinaryHeap attribute) __height (linear_algebra.src.lib.Matrix attribute) __insert() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) __iter__() (data_structures.arrays.index_2d_array_in_1d.Index2DArrayIterator method) (data_structures.binary_tree.basic_binary_tree.BinaryTree method) (data_structures.binary_tree.basic_binary_tree.Node method) (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.binary_search_tree.Node method) (data_structures.binary_tree.binary_tree_node_sum.BinaryTreeNodeSum method) (data_structures.binary_tree.floor_and_ceiling.Node method) (data_structures.binary_tree.is_sorted.Node method) (data_structures.binary_tree.is_sum_tree.BinaryTree method) (data_structures.binary_tree.is_sum_tree.Node method) (data_structures.binary_tree.mirror_binary_tree.Node method) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode method) (data_structures.hashing.hash_map.HashMap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.doubly_linked_list_two.LinkedList method) (data_structures.linked_list.doubly_linked_list_two.LinkedListIterator method) (data_structures.linked_list.floyds_cycle_detection.LinkedList method) (data_structures.linked_list.has_loop.Node method) (data_structures.linked_list.merge_two_lists.SortedLinkedList method) (data_structures.linked_list.print_reverse.LinkedList method) (data_structures.linked_list.reverse_k_group.LinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) (data_structures.linked_list.skip_list.SkipList method) (data_structures.linked_list.swap_nodes.LinkedList method) (data_structures.queue.double_ended_queue.Deque method) (data_structures.queue.double_ended_queue.Deque._Iterator method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) (sorts.tree_sort.Node method) __judge_point() (in module cellular_automata.game_of_life) __key (ciphers.xor_cipher.XORCipher attribute) __key_list (ciphers.shuffled_shift_cipher.ShuffledShiftCipher attribute) __le__() (divide_and_conquer.convex_hull.Point method) (project_euler.problem_054.sol1.PokerHand method) __len__() (data_structures.binary_tree.basic_binary_tree.BinaryTree method) (data_structures.binary_tree.basic_binary_tree.Node method) (data_structures.binary_tree.floor_and_ceiling.Node method) (data_structures.binary_tree.is_sum_tree.BinaryTree method) (data_structures.binary_tree.is_sum_tree.Node method) (data_structures.binary_tree.mirror_binary_tree.Node method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode method) (data_structures.hashing.hash_map.HashMap method) (data_structures.heap.max_heap.BinaryHeap method) (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.deque_doubly._DoublyLinkedBase method) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.LinkedList method) (data_structures.linked_list.merge_two_lists.SortedLinkedList method) (data_structures.linked_list.reverse_k_group.LinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) (data_structures.linked_list.swap_nodes.LinkedList method) (data_structures.queue.circular_queue.CircularQueue method) (data_structures.queue.double_ended_queue.Deque method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.queue.queue_by_list.QueueByList method) (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks method) (data_structures.stacks.stack_with_doubly_linked_list.Stack method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind method) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted method) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) (linear_algebra.src.lib.Vector method) (other.davis_putnam_logemann_loveland.Clause method) (physics.n_body_simulation.BodySystem method) (sorts.tree_sort.Node method) __license__ (in module web_programming.emails_from_url) __linear() (machine_learning.support_vector_machines.SVC method) __lt__() (data_structures.heap.heap.Comparable method) (data_structures.heap.min_heap.Node method) (divide_and_conquer.convex_hull.Point method) (graphs.bidirectional_a_star.Node method) (graphs.greedy_best_first.Node method) (graphs.prim.Vertex method) (project_euler.problem_054.sol1.PokerHand method) (searches.jump_search.Comparable method) (sorts.insertion_sort.Comparable method) (sorts.patience_sort.Stack method) (strings.top_k_frequent_words.WordCount method) __maintainer__ (in module web_programming.emails_from_url) __make_key_list() (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) __make_shift_key() (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) __matmul__() (machine_learning.automatic_differentiation.Variable method) __matrix (linear_algebra.src.lib.Matrix attribute) __maximum_claim_table (other.bankers_algorithm.BankersAlgorithm attribute) __min_dist_top_down_dp() (dynamic_programming.edit_distance.EditDistance method) __mul__() (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) (machine_learning.automatic_differentiation.Variable method) (maths.dual_number_automatic_differentiation.Dual method) (maths.matrix_exponentiation.Matrix method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) __multiply() (maths.radix2_fft.FFT method) __ne__() (divide_and_conquer.convex_hull.Point method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) __need() (other.bankers_algorithm.BankersAlgorithm method) __need_index_manager() (other.bankers_algorithm.BankersAlgorithm method) __neg__() (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) __neg_pos() (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) __next__() (data_structures.linked_list.doubly_linked_list_two.LinkedListIterator method) (data_structures.queue.double_ended_queue.Deque._Iterator method) __passcode (ciphers.shuffled_shift_cipher.ShuffledShiftCipher attribute) __passcode_creator() (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) __post_init__() (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode method) (geometry.geometry.Angle method) (geometry.geometry.Side method) (graphs.deep_clone_graph.Node method) (maths.numerical_analysis.adams_bashforth.AdamsBashforth method) __pow__() (machine_learning.automatic_differentiation.Variable method) (maths.dual_number_automatic_differentiation.Dual method) (matrix.matrix_class.Matrix method) __prepare() (in module ciphers.trifid_cipher) __pretty_data() (other.bankers_algorithm.BankersAlgorithm method) __private_key (ciphers.diffie_hellman.DiffieHellman attribute) __processes_resource_summation() (other.bankers_algorithm.BankersAlgorithm method) __radd__ (maths.dual_number_automatic_differentiation.Dual attribute) __rbf() (machine_learning.support_vector_machines.SVC method) __reassign_nodes() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) __repr__() (cellular_automata.wa_tor.Entity method) (compression.huffman.Letter method) (compression.lz77.Token method) (data_structures.binary_tree.binary_search_tree.Node method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.binary_tree.segment_tree_other.SegmentTreeNode method) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode method) (data_structures.binary_tree.treap.Node method) (data_structures.binary_tree.wavelet_tree.Node method) (data_structures.hashing.hash_map.HashMap method) (data_structures.heap.heap.Heap method) (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.from_sequence.Node method) (data_structures.linked_list.print_reverse.LinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) (data_structures.linked_list.singly_linked_list.Node method) (data_structures.linked_list.skip_list.Node method) (data_structures.queue.double_ended_queue.Deque method) (data_structures.queue.queue_by_list.QueueByList method) (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks method) (divide_and_conquer.convex_hull.Point method) (geometry.geometry.Circle method) (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) (graphs.graph_list.GraphAdjacencyList method) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted method) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) (graphs.page_rank.Node method) (graphs.prim.Vertex method) (machine_learning.automatic_differentiation.Variable method) (machine_learning.frequent_pattern_growth.TreeNode method) (machine_learning.sequential_minimum_optimization.Kernel method) (maths.dual_number_automatic_differentiation.Dual method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (maths.pythagoras.Point method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) (other.graham_scan.Direction method) (other.greedy.Things method) (other.least_recently_used.LRUCache method) (other.lfu_cache.DoubleLinkedList method) (other.lfu_cache.DoubleLinkedListNode method) (other.lfu_cache.LFUCache method) (other.lru_cache.DoubleLinkedList method) (other.lru_cache.DoubleLinkedListNode method) (other.lru_cache.LRUCache method) (project_euler.problem_054.sol1.PokerHand method) (web_programming.instagram_crawler.InstagramUser method) __rmul__ (maths.dual_number_automatic_differentiation.Dual attribute)

__setitem__() (data_structures.hashing.hash_map.HashMap method) (data_structures.linked_list.singly_linked_list.LinkedList method) (matrix.sherman_morrison.Matrix method) __shift_key (ciphers.shuffled_shift_cipher.ShuffledShiftCipher attribute) __size (data_structures.heap.max_heap.BinaryHeap attribute) __slots__ (data_structures.linked_list.deque_doubly._DoublyLinkedBase._Node attribute) (data_structures.queue.double_ended_queue.Deque attribute) (data_structures.queue.double_ended_queue.Deque._Iterator attribute) (machine_learning.polynomial_regression.PolynomialRegression attribute) __status__ (in module web_programming.emails_from_url) __str__() (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) (computer_vision.harris_corner.HarrisCorner method) (data_structures.binary_tree.avl_tree.AVLtree method) (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.is_sum_tree.BinaryTree method) (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.treap.Node method) (data_structures.heap.binomial_heap.BinomialHeap method) (data_structures.heap.min_heap.Node method) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.doubly_linked_list.Node method) (data_structures.linked_list.doubly_linked_list_two.LinkedList method) (data_structures.linked_list.doubly_linked_list_two.Node method) (data_structures.linked_list.LinkedList method) (data_structures.linked_list.merge_two_lists.SortedLinkedList method) (data_structures.linked_list.reverse_k_group.LinkedList method) (data_structures.linked_list.skip_list.SkipList method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.queue.linked_queue.Node method) (data_structures.queue.priority_queue_using_list.ElementPriorityQueue method) (data_structures.queue.priority_queue_using_list.FixedPriorityQueue method) (data_structures.queue.queue_on_pseudo_stack.Queue method) (data_structures.stacks.stack.Stack method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) (data_structures.stacks.stack_with_singly_linked_list.Node method) (dynamic_programming.optimal_binary_search_tree.Node method) (fuzzy_logic.fuzzy_operations.FuzzySet method) (graphs.minimum_spanning_tree_boruvka.Graph method) (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (maths.radix2_fft.FFT method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) (other.davis_putnam_logemann_loveland.Clause method) (other.davis_putnam_logemann_loveland.Formula method) (project_euler.problem_054.sol1.PokerHand method) (searches.hill_climbing.SearchProblem method) (web_programming.instagram_crawler.InstagramUser method) __sub__() (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) (machine_learning.automatic_differentiation.Variable method) (maths.dual_number_automatic_differentiation.Dual method) (maths.polynomials.single_indeterminate_operations.Polynomial method) (matrix.matrix_class.Matrix method) (matrix.sherman_morrison.Matrix method) __swap_down() (data_structures.heap.max_heap.BinaryHeap method) __swap_up() (data_structures.heap.max_heap.BinaryHeap method) __traversal() (data_structures.heap.binomial_heap.BinomialHeap method) __truediv__() (machine_learning.automatic_differentiation.Variable method) (maths.dual_number_automatic_differentiation.Dual method) __version__ (in module compression.lz77) (in module graphics.vector3_for_2d_rendering) (in module web_programming.emails_from_url) __width (linear_algebra.src.lib.Matrix attribute) _access_absent_items (in module data_structures.hashing.tests.test_hash_map) _add_item() (data_structures.hashing.hash_map.HashMap method) _add_items (in module data_structures.hashing.tests.test_hash_map) _add_suffix() (data_structures.suffix_tree.suffix_tree.SuffixTree method) _add_with_resize_down (in module data_structures.hashing.tests.test_hash_map) _add_with_resize_up (in module data_structures.hashing.tests.test_hash_map) _algorithm() (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor method) (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor method) _all_samples (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _auto_norm (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _b (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _back (data_structures.queue.double_ended_queue.Deque attribute) _base10_to_85() (in module ciphers.base85) _base85_to_10() (in module ciphers.base85) _binomial_coefficient() (in module maths.special_numbers.bell_numbers) _bubble_down() (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) _bubble_up() (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) _buckets (data_structures.hashing.hash_map.HashMap attribute) _build_tree() (data_structures.binary_tree.segment_tree_other.SegmentTree method) _c (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _calculate() (in module project_euler.problem_191.sol1) _calculate_gradient_from_pool() (neural_network.convolution_neural_network.CNN method) _calculate_k_matrix() (machine_learning.sequential_minimum_optimization.SmoSVM method) _capacity_factor (data_structures.hashing.hash_map.HashMap attribute) _CARD_NAME (project_euler.problem_054.sol1.PokerHand attribute) _check() (machine_learning.sequential_minimum_optimization.Kernel method) _check_not_integer() (in module matrix.matrix_operation) _check_obey_kkt() (machine_learning.sequential_minimum_optimization.SmoSVM method) _choose_a1() (machine_learning.sequential_minimum_optimization.SmoSVM method) _choose_a2() (machine_learning.sequential_minimum_optimization.SmoSVM method) _choose_alphas() (machine_learning.sequential_minimum_optimization.SmoSVM method) _cmp() (data_structures.heap.heap_generic.Heap method) _collision_resolution() (data_structures.hashing.double_hash.DoubleHash method) (data_structures.hashing.hash_table.HashTable method) (data_structures.hashing.hash_table_with_linked_list.HashTableWithLinkedList method) (data_structures.hashing.quadratic_probing.QuadraticProbing method) _compare_cards() (project_euler.problem_054.sol1.PokerHand method) _construct_hull() (in module divide_and_conquer.convex_hull) _construct_points() (in module divide_and_conquer.convex_hull) _construct_solution() (in module dynamic_programming.knapsack) _count_cross_inversions() (in module divide_and_conquer.inversions) _create_spd_matrix() (in module linear_algebra.src.conjugate_gradient) _cur (data_structures.queue.double_ended_queue.Deque._Iterator attribute) _data (data_structures.linked_list.deque_doubly._DoublyLinkedBase._Node attribute) _DataSet (class in neural_network.input_data) _Datasets (class in neural_network.input_data) _del() (in module data_structures.hashing.tests.test_hash_map) _delete() (data_structures.linked_list.deque_doubly._DoublyLinkedBase method) _delete_items (in module data_structures.hashing.tests.test_hash_map) _deleted (in module data_structures.hashing.hash_map) _DeletedItem (class in data_structures.hashing.hash_map) _dense_to_one_hot() (in module neural_network.input_data) _depth() (data_structures.binary_tree.basic_binary_tree.BinaryTree method) _design_matrix() (machine_learning.polynomial_regression.PolynomialRegression static method) _det() (in module divide_and_conquer.convex_hull) _DoublyLinkedBase (class in data_structures.linked_list.deque_doubly) _DoublyLinkedBase._Node (class in data_structures.linked_list.deque_doubly) _e() (machine_learning.sequential_minimum_optimization.SmoSVM method) _elements() (strings.autocomplete_using_trie.Trie method) _enforce_args() (in module dynamic_programming.rod_cutting) _epochs_completed (neural_network.input_data._DataSet attribute) _eps (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _error (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _error() (in module machine_learning.gradient_descent) _euclidean_distance() (machine_learning.k_nearest_neighbours.KNN static method) _expand() (neural_network.convolution_neural_network.CNN method) _expand_mat() (neural_network.convolution_neural_network.CNN method) _extract_images() (in module neural_network.input_data) _extract_labels() (in module neural_network.input_data) _fib() (in module dynamic_programming.fast_fibonacci) _find_encoding_token() (compression.lz77.LZ77Compressor method) _first_pair (project_euler.problem_054.sol1.PokerHand attribute) _front (data_structures.queue.double_ended_queue.Deque attribute) _get() (in module data_structures.hashing.tests.test_hash_map) _get_binary_search_tree() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest static method) _get_bucket_index() (data_structures.hashing.hash_map.HashMap method) _get_hand_type() (project_euler.problem_054.sol1.PokerHand method) _get_kernel() (machine_learning.sequential_minimum_optimization.Kernel method) _get_lowest_node() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _get_new_alpha() (machine_learning.sequential_minimum_optimization.SmoSVM method) _get_next_ind() (data_structures.hashing.hash_map.HashMap method) _get_valid_parent() (data_structures.heap.heap_generic.Heap method) _graph (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList attribute) _hand (project_euler.problem_054.sol1.PokerHand attribute) _HAND_NAME (project_euler.problem_054.sol1.PokerHand attribute) _hand_type (project_euler.problem_054.sol1.PokerHand attribute) _header (data_structures.linked_list.deque_doubly._DoublyLinkedBase attribute) _heapify_down() (data_structures.heap.heap_generic.Heap method) _heapify_up() (data_structures.heap.heap_generic.Heap method) _high_card (project_euler.problem_054.sol1.PokerHand attribute) _hypothesis_value() (in module machine_learning.gradient_descent) _if() (digital_image_processing.index_calculation.IndexCalculation method) _images (neural_network.input_data._DataSet attribute) _index_in_epoch (neural_network.input_data._DataSet attribute) _init (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _initial_block_size (data_structures.hashing.hash_map.HashMap attribute) _inorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _input() (in module graphs.basic_graphs) _insert() (data_structures.linked_list.deque_doubly._DoublyLinkedBase method) _insert_repair() (data_structures.binary_tree.red_black_tree.RedBlackTree method) _internal_state() (project_euler.problem_054.sol1.PokerHand method) _is_five_high_straight() (project_euler.problem_054.sol1.PokerHand method) _is_flush() (project_euler.problem_054.sol1.PokerHand method) _is_full() (data_structures.hashing.hash_map.HashMap method) _is_matrix_spd() (in module linear_algebra.src.conjugate_gradient) _is_same_kind() (project_euler.problem_054.sol1.PokerHand method) _is_sparse() (data_structures.hashing.hash_map.HashMap method) _is_straight() (project_euler.problem_054.sol1.PokerHand method) _is_support() (machine_learning.sequential_minimum_optimization.SmoSVM method) _is_unbound() (machine_learning.sequential_minimum_optimization.SmoSVM method) _Item (class in data_structures.hashing.hash_map) _iterate_buckets() (data_structures.hashing.hash_map.HashMap method) _k() (machine_learning.sequential_minimum_optimization.SmoSVM method) _K_matrix (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _kernel (machine_learning.sequential_minimum_optimization.Kernel attribute) _kernel_name (machine_learning.sequential_minimum_optimization.Kernel attribute) _keys (data_structures.hashing.hash_table.HashTable attribute) _labels (neural_network.input_data._DataSet attribute) _left() (data_structures.heap.heap_generic.Heap method) _len (data_structures.hashing.hash_map.HashMap attribute) (data_structures.queue.double_ended_queue.Deque attribute) _linear() (machine_learning.sequential_minimum_optimization.Kernel method) _locate_node() (data_structures.linked_list.skip_list.SkipList method) _match_length_from_index() (compression.lz77.LZ77Compressor method) _MAX_CAPACITY (other.least_recently_used.LRUCache attribute) _maybe_download() (in module neural_network.input_data) _modexpt() (in module project_euler.problem_188.sol1) _msd_radix_sort() (in module sorts.msd_radix_sort) _msd_radix_sort_inplace() (in module sorts.msd_radix_sort) _NEWS_API (in module web_programming.fetch_bbc_news) _next (data_structures.linked_list.deque_doubly._DoublyLinkedBase._Node attribute) _norm() (machine_learning.sequential_minimum_optimization.SmoSVM method) _normalize_graph() (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork method) _overwrite_items (in module data_structures.hashing.tests.test_hash_map) _parent() (data_structures.heap.heap_generic.Heap method) _partition() (in module searches.quick_select) _plugboard() (in module ciphers.enigma_machine2) _polynomial() (machine_learning.sequential_minimum_optimization.Kernel method) _position_node() (other.lfu_cache.DoubleLinkedList method) _predict() (machine_learning.sequential_minimum_optimization.SmoSVM method) _preorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _prev (data_structures.linked_list.deque_doubly._DoublyLinkedBase._Node attribute) _print_dist() (in module graphs.graphs_floyd_warshall) _put() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _query_range() (data_structures.binary_tree.segment_tree_other.SegmentTree method) _rbf() (machine_learning.sequential_minimum_optimization.Kernel method) _read32() (in module neural_network.input_data) _reassign_nodes() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _remove_repair() (data_structures.binary_tree.red_black_tree.RedBlackTree method) _resize() (data_structures.hashing.hash_map.HashMap method) _right() (data_structures.heap.heap_generic.Heap method) _rng (neural_network.input_data._DataSet attribute) _root (data_structures.heap.randomized_heap.RandomizedHeap attribute) (data_structures.heap.skew_heap.SkewHeap attribute) _run_operation() (in module data_structures.hashing.tests.test_hash_map) _search() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) _second_pair (project_euler.problem_054.sol1.PokerHand attribute) _set() (in module data_structures.hashing.tests.test_hash_map) _set_value() (data_structures.hashing.hash_table.HashTable method) (data_structures.hashing.hash_table_with_linked_list.HashTableWithLinkedList method) _shape() (in module matrix.matrix_operation) _size (data_structures.linked_list.deque_doubly._DoublyLinkedBase attribute) (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList attribute) _size_down() (data_structures.hashing.hash_map.HashMap method) _size_up() (data_structures.hashing.hash_map.HashMap method) _stack1 (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks attribute) _stack2 (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks attribute) _step_by_step() (data_structures.hashing.hash_table.HashTable method) _subsum() (in module maths.bailey_borwein_plouffe) _swap() (data_structures.heap.heap_generic.Heap method) _swap_nodes() (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) _T (in module data_structures.queue.queue_by_list) (in module data_structures.queue.queue_by_two_stacks) _test() (in module data_structures.binary_tree.avl_tree) _tol (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _top_down_cut_rod_recursive() (in module dynamic_programming.rod_cutting) _trailer (data_structures.linked_list.deque_doubly._DoublyLinkedBase attribute) _trie (strings.autocomplete_using_trie.Trie attribute) _try_set() (data_structures.hashing.hash_map.HashMap method) _unbound (machine_learning.sequential_minimum_optimization.SmoSVM attribute) _update_tree() (data_structures.binary_tree.segment_tree_other.SegmentTree method) _validate_dict() (in module dynamic_programming.viterbi) _validate_dicts() (in module dynamic_programming.viterbi) _validate_input() (in module divide_and_conquer.convex_hull) _validate_list() (in module dynamic_programming.viterbi) _validate_lists() (in module dynamic_programming.viterbi) _validate_nested_dict() (in module dynamic_programming.viterbi) _validate_not_empty() (in module dynamic_programming.viterbi) _validate_point() (in module maths.manhattan_distance) _validation() (in module dynamic_programming.viterbi) _validator() (in module ciphers.enigma_machine2) _value (data_structures.heap.randomized_heap.RandomizedHeapNode attribute) (data_structures.heap.skew_heap.SkewNode attribute) _verify_matrix_sizes() (in module matrix.matrix_operation)

A

A (data_structures.binary_tree.segment_tree.SegmentTree attribute) (in module data_structures.binary_tree.lazy_segment_tree) (in module data_structures.binary_tree.segment_tree) a (in module data_structures.heap.min_heap) (in module dynamic_programming.longest_common_subsequence) (in module fuzzy_logic.fuzzy_operations) (in module maths.binary_exponentiation) (in module maths.fermat_little_theorem) (in module matrix.spiral_print) a_coeffs (audio_filters.iir_filter.IIRFilter attribute) abbr() (in module dynamic_programming.abbreviation) abc (in module ciphers.enigma_machine2) abs_max() (in module maths.abs) abs_max_sort() (in module maths.abs) abs_min() (in module maths.abs) abs_val() (in module maths.abs) abundant() (in module maths.special_numbers.weird_number) accuracy() (in module machine_learning.linear_discriminant_analysis) activation (neural_network.back_propagation_neural_network.DenseLayer attribute) actual_power() (in module divide_and_conquer.power) actual_strassen() (in module divide_and_conquer.strassen_matrix_multiplication) AdamsBashforth (class in maths.numerical_analysis.adams_bashforth) ADD (machine_learning.automatic_differentiation.OpType attribute) add() (data_structures.binary_tree.fenwick_tree.FenwickTree method) (data_structures.hashing.bloom_filter.Bloom method) (data_structures.linked_list.LinkedList method) (in module maths.addition_without_arithmetic) (in module matrix.matrix_operation) (in module project_euler.problem_551.sol1) (other.lfu_cache.DoubleLinkedList method) (other.lru_cache.DoubleLinkedList method) add_binary_prefix() (in module conversions.prefix_conversions_string) add_column() (matrix.matrix_class.Matrix method) add_edge() (dynamic_programming.floyd_warshall.Graph method) (graphs.boruvka.Graph method) (graphs.breadth_first_search.Graph method) (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList method) (graphs.depth_first_search_2.Graph method) (graphs.dijkstra_algorithm.Graph method) (graphs.dinic.Dinic method) (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) (graphs.graph_list.GraphAdjacencyList method) (graphs.minimum_spanning_tree_boruvka.Graph method) (graphs.minimum_spanning_tree_kruskal2.GraphUndirectedWeighted method) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted method) (graphs.prim.Vertex method) (project_euler.problem_107.sol1.Graph method) add_entity() (cellular_automata.wa_tor.WaTor method) add_file_length() (in module compression.lempel_ziv) add_first() (data_structures.linked_list.deque_doubly.LinkedDeque method) add_inbound() (graphs.page_rank.Node method) add_key_to_lexicon() (in module compression.lempel_ziv) add_keyword() (strings.aho_corasick.Automaton method) add_last() (data_structures.linked_list.deque_doubly.LinkedDeque method) add_layer() (neural_network.back_propagation_neural_network.BPNN method) add_neighbor() (graphs.prim.Vertex method) add_node() (data_structures.linked_list.floyds_cycle_detection.LinkedList method) (graphs.markov_chain.MarkovChainGraphUndirectedUnweighted method) (graphs.minimum_spanning_tree_kruskal2.GraphUndirectedWeighted method) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted method) add_outbound() (graphs.page_rank.Node method) add_output() (machine_learning.automatic_differentiation.Operation method) add_pair() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) add_param_to() (machine_learning.automatic_differentiation.Variable method) add_params() (machine_learning.automatic_differentiation.Operation method) add_result_of() (machine_learning.automatic_differentiation.Variable method) add_row() (matrix.matrix_class.Matrix method) add_si_prefix() (in module conversions.prefix_conversions_string) add_side() (geometry.geometry.Polygon method) add_three() (in module project_euler.problem_180.sol1) add_transition_probability() (graphs.markov_chain.MarkovChainGraphUndirectedUnweighted method) add_vertex() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) (graphs.minimum_spanning_tree_boruvka.Graph method) additive_persistence() (in module maths.persistence) adj (graphs.dinic.Dinic attribute) adj_list (graphs.graph_adjacency_list.GraphAdjacencyList attribute) (graphs.graph_list.GraphAdjacencyList attribute) adj_matrix (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix attribute) adjacency (graphs.minimum_spanning_tree_boruvka.Graph attribute) AdjacencyList (class in graphs.breadth_first_search_zero_one_shortest_path) adjList (graphs.dijkstra_algorithm.Graph attribute) adjm() (in module graphs.basic_graphs) adjugate() (matrix.matrix_class.Matrix method) adler32() (in module hashes.adler32) adlist (strings.aho_corasick.Automaton attribute) aliquot_sum() (in module maths.aliquot_sum) alive (cellular_automata.wa_tor.Entity attribute) all_anagrams (in module strings.anagrams) all_construct() (in module dynamic_programming.all_construct) all_nodes() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) all_rotations() (in module compression.burrows_wheeler) allocation_num() (in module maths.allocation_number) alphabet (in module ciphers.porta_cipher) alphabet_size (in module strings.rabin_karp) ALPHABET_VALUES (in module conversions.decimal_to_any) alphabets (in module hashes.enigma_machine) alphas (machine_learning.sequential_minimum_optimization.SmoSVM attribute) alt_ipv4_to_decimal() (in module conversions.ipv4_conversion)

alternative_list_arrange() (in module other.alternative_list_arrange) alternative_password_generator() (in module other.password) alternative_string_arrange() (in module strings.alternative_string_arrange) anagram() (in module strings.anagrams) analyze_text() (in module maths.entropy) and_gate() (in module boolean_algebra.and_gate) Angle (class in geometry.geometry) angle (geometry.geometry.Side attribute) angle() (linear_algebra.src.lib.Vector method) angle_comparer() (in module other.graham_scan) anime_name (in module web_programming.fetch_anime_and_play) ant_direction (cellular_automata.langtons_ant.LangtonsAnt attribute) ant_position (cellular_automata.langtons_ant.LangtonsAnt attribute) API_ENDPOINT_URL (in module web_programming.fetch_quotes) API_URL (in module web_programming.get_top_billionaires) apollo_2011_items (in module web_programming.nasa_data) apparent_power() (in module electronics.apparent_power) append() (data_structures.linked_list.print_reverse.LinkedList method) (data_structures.linked_list.reverse_k_group.LinkedList method) (data_structures.queue.double_ended_queue.Deque method) (machine_learning.automatic_differentiation.GradientTracker method) appendleft() (data_structures.queue.double_ended_queue.Deque method) apply_sbox() (in module other.sdes) apply_table() (in module other.sdes) approximately_equal_hsv() (in module conversions.rgb_hsv_conversion) apr_interest() (in module financial.interest) apriori() (in module machine_learning.apriori_algorithm) arc_length() (in module maths.arc_length) archimedes_principle() (in module physics.archimedes_principle_of_buoyant_force) are_collinear() (in module maths.points_are_collinear_3d) area (geometry.geometry.Ellipse property) area() (geometry.geometry.Rectangle method) (geometry.geometry.Square method) area_circle() (in module maths.area) area_ellipse() (in module maths.area) area_parallelogram() (in module maths.area) area_rectangle() (in module maths.area) area_reg_polygon() (in module maths.area) area_rhombus() (in module maths.area) area_square() (in module maths.area) area_trapezium() (in module maths.area) area_triangle() (in module maths.area) area_triangle_three_sides() (in module maths.area) area_under_curve_estimator() (in module maths.monte_carlo) area_under_line_estimator_check() (in module maths.monte_carlo) arithmetic_mean() (in module maths.series.arithmetic) arithmetic_right_shift() (in module bit_manipulation.binary_shifts) armstrong_number() (in module maths.special_numbers.armstrong_numbers) arr (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree attribute) (data_structures.heap.heap_generic.Heap attribute) (in module data_structures.binary_tree.segment_tree_other) (in module data_structures.stacks.next_greater_element) (in module sorts.odd_even_transposition_single_threaded) array (data_structures.queue.circular_queue.CircularQueue attribute) (graphs.dijkstra_algorithm.PriorityQueue attribute) (in module maths.max_sum_sliding_window) (in module sorts.wiggle_sort) (matrix.sherman_morrison.Matrix attribute) array_equalization() (in module matrix.matrix_equalization) arrival_time (scheduling.multi_level_feedback_queue.Process attribute) arv12() (digital_image_processing.index_calculation.IndexCalculation method) ascend_tree() (in module machine_learning.frequent_pattern_growth) ascii85_decode() (in module ciphers.base85) ascii85_encode() (in module ciphers.base85) assemble_transformation() (in module strings.min_cost_string_conversion) assign() (in module data_structures.arrays.sudoku_solver) (other.davis_putnam_logemann_loveland.Clause method) assign_clusters() (in module machine_learning.k_means_clust) assign_ranks() (in module maths.spearman_rank_correlation_coefficient) AssignmentUsingBitmask (class in dynamic_programming.bitmask) ASSOCIATIVITIES (in module data_structures.stacks.infix_to_postfix_conversion) associativity() (in module data_structures.stacks.infix_to_postfix_conversion) astable_duty_cycle() (in module electronics.ic_555_timer) astable_frequency() (in module electronics.ic_555_timer) AStar (class in graphs.bidirectional_a_star) astar() (in module machine_learning.astar) atbash() (in module ciphers.atbash) atbash_slow() (in module ciphers.atbash) atsavi() (digital_image_processing.index_calculation.IndexCalculation method) atto (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) audio_filters module audio_filters.butterworth_filter module audio_filters.iir_filter module audio_filters.show_response module audio_frames() (in module machine_learning.mfcc) AUTHENTICATED_USER_ENDPOINT (in module web_programming.fetch_github_info) autocomplete_using_trie() (in module strings.autocomplete_using_trie) Automaton (class in strings.aho_corasick) average_absolute_deviation() (in module maths.average_absolute_deviation) avg_speed_of_molecule() (in module physics.speeds_of_gas_molecules) avgpooling() (in module computer_vision.pooling_functions) AVLtree (class in data_structures.binary_tree.avl_tree) ax_loss (neural_network.back_propagation_neural_network.BPNN attribute) AXIS_A (in module geodesy.haversine_distance) (in module geodesy.lamberts_ellipsoidal_distance) AXIS_B (in module geodesy.haversine_distance) (in module geodesy.lamberts_ellipsoidal_distance) axpy() (in module linear_algebra.src.lib)

B

b (in module data_structures.heap.min_heap) (in module maths.fermat_little_theorem) B32_CHARSET (in module ciphers.base32) B64_CHARSET (in module ciphers.base64) b_coeffs (audio_filters.iir_filter.IIRFilter attribute) back_propagation() (neural_network.back_propagation_neural_network.DenseLayer method) (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork method) backtrack() (in module backtracking.combination_sum) (in module backtracking.generate_parentheses) (in module backtracking.power_sum) (in module backtracking.word_break) (in module backtracking.word_ladder) backtracking module backtracking.all_combinations module backtracking.all_permutations module backtracking.all_subsequences module backtracking.coloring module backtracking.combination_sum module backtracking.crossword_puzzle_solver module backtracking.generate_parentheses module backtracking.hamiltonian_cycle module backtracking.knight_tour module backtracking.match_word_pattern module backtracking.minimax module backtracking.n_queens module backtracking.n_queens_math module backtracking.power_sum module backtracking.rat_in_maze module backtracking.sudoku module backtracking.sum_of_subsets module backtracking.word_break module backtracking.word_ladder module backtracking.word_search module bad_character_heuristic() (strings.boyer_moore_search.BoyerMooreSearch method) bailey_borwein_plouffe() (in module maths.bailey_borwein_plouffe) balance_predators_and_prey() (cellular_automata.wa_tor.WaTor method) balanced_factor() (data_structures.hashing.hash_table.HashTable method) (data_structures.hashing.hash_table_with_linked_list.HashTableWithLinkedList method) balanced_parentheses() (in module data_structures.stacks.balanced_parentheses) BALLS_PER_COLOUR (in module project_euler.problem_493.sol1) band_types (in module electronics.resistor_color_code) BankersAlgorithm (class in other.bankers_algorithm) barcode (in module strings.barcode_validator) base (in module maths.power_using_recursion) (in module project_euler.problem_551.sol1) base16_decode() (in module ciphers.base16) base16_encode() (in module ciphers.base16) base32_decode() (in module ciphers.base32) base32_encode() (in module ciphers.base32) base64_decode() (in module ciphers.base64) base64_encode() (in module ciphers.base64) BASE_URL (in module web_programming.co2_emission) (in module web_programming.fetch_anime_and_play) (in module web_programming.fetch_github_info) (in module web_programming.fetch_well_rx_price) basic() (in module genetic_algorithm.basic_string) basis_function() (graphics.bezier_curve.BezierCurve method) bead_sort() (in module sorts.bead_sort) bell_numbers() (in module maths.special_numbers.bell_numbers) bellman_ford() (in module graphs.bellman_ford) benchmark() (in module bit_manipulation.count_number_of_one_bits) (in module ciphers.atbash) (in module maths.euclidean_distance) (in module maths.least_common_multiple) (in module maths.number_of_digits) (in module maths.prime_numbers) (in module maths.sum_of_digits) (in module matrix.count_negative_numbers_in_sorted_matrix) (in module matrix.pascal_triangle) (in module project_euler.problem_009.sol1) (in module project_euler.problem_145.sol1) (in module project_euler.problem_187.sol1) (in module strings.can_string_be_rearranged_as_palindrome) (in module strings.is_pangram) benchmark_function() (in module graphs.breadth_first_search_2) (in module strings.palindrome) benchmark_levenshtein_distance() (in module strings.levenshtein_distance) beta() (in module physics.lorentz_transformation_four_vector) bezier_curve_function() (graphics.bezier_curve.BezierCurve method) BezierCurve (class in graphics.bezier_curve) bfs() (graphs.breadth_first_search.Graph method) (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) (in module graphs.basic_graphs) (in module networking_flow.minimum_cut) bfs_shortest_path() (in module graphs.breadth_first_search_shortest_path_2) bfs_shortest_path_distance() (in module graphs.breadth_first_search_shortest_path_2) bfs_time() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) bias (neural_network.back_propagation_neural_network.DenseLayer attribute) bidirectional_dij() (in module graphs.bi_directional_dijkstra) BidirectionalAStar (class in graphs.bidirectional_a_star) BidirectionalBreadthFirstSearch (class in graphs.bidirectional_breadth_first_search) BifidCipher (class in ciphers.bifid) bilateral_filter() (in module digital_image_processing.filters.bilateral_filter) bin_to_decimal() (in module conversions.binary_to_decimal) bin_to_hexadecimal() (in module conversions.binary_to_hexadecimal) bin_to_octal() (in module conversions.binary_to_octal) binarize() (in module computer_vision.haralick_descriptors) binary_and() (in module bit_manipulation.binary_and_operator) binary_coded_decimal() (in module bit_manipulation.binary_coded_decimal) binary_count_setbits() (in module bit_manipulation.binary_count_setbits) binary_count_trailing_zeros() (in module bit_manipulation.binary_count_trailing_zeros) binary_cross_entropy() (in module machine_learning.loss_functions) binary_exp_iterative() (in module maths.binary_exponentiation) binary_exp_mod_iterative() (in module maths.binary_exponentiation) binary_exp_mod_recursive() (in module maths.binary_exponentiation) binary_exp_recursive() (in module maths.binary_exponentiation) binary_exponentiation() (in module maths.fermat_little_theorem) binary_focal_cross_entropy() (in module machine_learning.loss_functions) binary_heap (in module data_structures.heap.max_heap) binary_insertion_sort() (in module sorts.binary_insertion_sort) binary_mask() (in module computer_vision.haralick_descriptors) binary_mod_multiply() (in module maths.binary_multiplication) binary_multiply() (in module maths.binary_multiplication) binary_or() (in module bit_manipulation.binary_or_operator) binary_search() (in module matrix.binary_search_matrix) (in module searches.binary_search) (in module searches.simple_binary_search) (in module sorts.tim_sort) binary_search_by_recursion() (in module searches.binary_search) (in module searches.exponential_search) binary_search_delete() (other.number_container_system.NumberContainer method) binary_search_insert() (other.number_container_system.NumberContainer method) binary_search_insertion() (in module sorts.merge_insertion_sort) binary_search_std_lib() (in module searches.binary_search) binary_search_tree_example() (in module data_structures.binary_tree.binary_search_tree_recursive) binary_step() (in module neural_network.activation_functions.binary_step) binary_tree (in module data_structures.binary_tree.binary_tree_mirror) binary_tree_bottom_side_view() (in module data_structures.binary_tree.diff_views_of_binary_tree) binary_tree_count() (in module data_structures.binary_tree.number_of_possible_binary_trees) binary_tree_left_side_view() (in module data_structures.binary_tree.diff_views_of_binary_tree) binary_tree_mirror() (in module data_structures.binary_tree.binary_tree_mirror) binary_tree_mirror_dict() (in module data_structures.binary_tree.binary_tree_mirror) binary_tree_right_side_view() (in module data_structures.binary_tree.diff_views_of_binary_tree) binary_tree_top_side_view() (in module data_structures.binary_tree.diff_views_of_binary_tree) binary_xor() (in module bit_manipulation.binary_xor_operator) BinaryHeap (class in data_structures.heap.max_heap) BinarySearchTree (class in data_structures.binary_tree.binary_search_tree) (class in data_structures.binary_tree.binary_search_tree_recursive) BinarySearchTreeTest (class in data_structures.binary_tree.binary_search_tree_recursive) BinaryTree (class in data_structures.binary_tree.basic_binary_tree) (class in data_structures.binary_tree.is_sum_tree) BinaryTreeNode (class in data_structures.binary_tree.inorder_tree_traversal_2022) BinaryTreeNodeSum (class in data_structures.binary_tree.binary_tree_node_sum) BinaryTreePathSum (class in data_structures.binary_tree.binary_tree_path_sum) BinaryUnit (class in conversions.prefix_conversions) (class in conversions.prefix_conversions_string)

binomial_coefficient() (in module data_structures.binary_tree.number_of_possible_binary_trees) (in module maths.binomial_coefficient) binomial_distribution() (in module maths.binomial_distribution) BinomialHeap (class in data_structures.heap.binomial_heap) biography (web_programming.instagram_crawler.InstagramUser property) bisect_left() (in module searches.binary_search) bisect_right() (in module searches.binary_search) bisection() (in module maths.numerical_analysis.bisection) (in module maths.numerical_analysis.bisection_2) bit_manipulation module bit_manipulation.binary_and_operator module bit_manipulation.binary_coded_decimal module bit_manipulation.binary_count_setbits module bit_manipulation.binary_count_trailing_zeros module bit_manipulation.binary_or_operator module bit_manipulation.binary_shifts module bit_manipulation.binary_twos_complement module bit_manipulation.binary_xor_operator module bit_manipulation.bitwise_addition_recursive module bit_manipulation.count_1s_brian_kernighan_method module bit_manipulation.count_number_of_one_bits module bit_manipulation.excess_3_code module bit_manipulation.find_previous_power_of_two module bit_manipulation.gray_code_sequence module bit_manipulation.highest_set_bit module bit_manipulation.index_of_rightmost_set_bit module bit_manipulation.is_even module bit_manipulation.is_power_of_two module bit_manipulation.largest_pow_of_two_le_num module bit_manipulation.missing_number module bit_manipulation.numbers_different_signs module bit_manipulation.power_of_4 module bit_manipulation.reverse_bits module bit_manipulation.single_bit_manipulation_operations module bit_manipulation.swap_all_odd_and_even_bits module bitap_string_match() (in module strings.bitap_string_match) bitarray (data_structures.hashing.bloom_filter.Bloom attribute) bitonic_merge() (in module sorts.bitonic_sort) bitonic_sort() (in module sorts.bitonic_sort) BITS_TO_HEX (in module conversions.binary_to_hexadecimal) bitstring (compression.huffman.Letter attribute) (data_structures.hashing.bloom_filter.Bloom property) bitwise_addition_recursive() (in module bit_manipulation.bitwise_addition_recursive) black_height() (data_structures.binary_tree.red_black_tree.RedBlackTree method) BLINKER (in module cellular_automata.conways_game_of_life) BLOCK_FILENAME_FORMAT (sorts.external_sort.FileSplitter attribute) block_filenames (sorts.external_sort.FileSplitter attribute) block_size (sorts.external_sort.ExternalSort attribute) blockchain module blockchain.diophantine_equation module blocks (in module graphs.multi_heuristic_astar) blocks_all (in module graphs.multi_heuristic_astar) blocks_blk (in module graphs.multi_heuristic_astar) Bloom (class in data_structures.hashing.bloom_filter) blue (in module sorts.dutch_national_flag_sort) bms (in module strings.boyer_moore_search) bndvi() (digital_image_processing.index_calculation.IndexCalculation method) board (cellular_automata.langtons_ant.LangtonsAnt attribute) (in module backtracking.n_queens) (other.word_search.WordSearch attribute) bodies (physics.n_body_simulation.BodySystem attribute) Body (class in physics.n_body_simulation) BodySystem (class in physics.n_body_simulation) bogo_sort() (in module sorts.bogo_sort) boolean_algebra module boolean_algebra.and_gate module boolean_algebra.imply_gate module boolean_algebra.karnaugh_map_simplification module boolean_algebra.multiplexer module boolean_algebra.nand_gate module boolean_algebra.nimply_gate module boolean_algebra.nor_gate module boolean_algebra.not_gate module boolean_algebra.or_gate module boolean_algebra.quine_mc_cluskey module boolean_algebra.xnor_gate module boolean_algebra.xor_gate module boruvka() (graphs.boruvka.Graph method) boruvka_mst() (graphs.minimum_spanning_tree_boruvka.Graph static method) bottom_root (data_structures.heap.binomial_heap.BinomialHeap attribute) bottom_to_top() (graphs.minimum_spanning_tree_prims.Heap method) bottom_up_cut_rod() (in module dynamic_programming.rod_cutting) BoyerMooreSearch (class in strings.boyer_moore_search) BPNN (class in neural_network.back_propagation_neural_network) breadth_first_search() (in module data_structures.binary_tree.lowest_common_ancestor) (in module graphs.breadth_first_search_2) (in module networking_flow.ford_fulkerson) breadth_first_search_with_deque() (in module graphs.breadth_first_search_2) BreadthFirstSearch (class in graphs.bidirectional_breadth_first_search) break_key (ciphers.hill_cipher.HillCipher attribute) breath_first_search() (graphs.breadth_first_search_shortest_path.Graph method) brigt_img (in module digital_image_processing.change_brightness) brute_force() (in module ciphers.caesar_cipher) bruteforce() (in module ciphers.rail_fence_cipher) bubble_sort_iterative() (in module sorts.bubble_sort) bubble_sort_recursive() (in module sorts.bubble_sort) bucket_sort() (in module sorts.bucket_sort) buffer_space (in module hashes.chaos_machine) buffers (sorts.external_sort.FilesArray attribute) build() (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree.SegmentTree method) (graphs.minimum_spanning_tree_boruvka.Graph static method) (neural_network.back_propagation_neural_network.BPNN method) build_a_sum_tree() (data_structures.binary_tree.is_sum_tree.BinaryTree class method) build_a_tree() (data_structures.binary_tree.is_sum_tree.BinaryTree class method) build_heap() (data_structures.heap.min_heap.MinHeap method) build_kdtree() (in module data_structures.kd_tree.build_kdtree) build_max_heap() (data_structures.heap.heap.Heap method) build_menu() (in module other.greedy) build_sparse_table() (in module data_structures.arrays.sparse_table) build_suffix_tree() (data_structures.suffix_tree.suffix_tree.SuffixTree method) build_tree() (in module compression.huffman) (in module data_structures.binary_tree.flatten_binarytree_to_linkedlist) (in module data_structures.binary_tree.wavelet_tree) (in module searches.binary_tree_traversal) builtin_voltage() (in module electronics.builtin_voltage) bulk_insert() (data_structures.hashing.hash_table.HashTable method) Burkes (class in digital_image_processing.dithering.burkes) burkes_instances (in module digital_image_processing.dithering.burkes) burst_time (scheduling.multi_level_feedback_queue.Process attribute) burst_times (in module scheduling.round_robin) bwd_astar (graphs.bidirectional_a_star.BidirectionalAStar attribute) bwd_bfs (graphs.bidirectional_breadth_first_search.BidirectionalBreadthFirstSearch attribute) bwdrvi() (digital_image_processing.index_calculation.IndexCalculation method) bwt_string (compression.burrows_wheeler.BWTTransformDict attribute) bwt_transform() (in module compression.burrows_wheeler) BWTTransformDict (class in compression.burrows_wheeler) BYTE_SIZE (in module ciphers.rsa_cipher)

C

c (in module physics.lorentz_transformation_four_vector) c_cauliflower (in module fractals.julia_sets) c_exponential (in module fractals.julia_sets) c_max_length (maths.radix2_fft.FFT attribute) c_polynomial_1 (in module fractals.julia_sets) c_polynomial_2 (in module fractals.julia_sets) cache (in module project_euler.problem_191.sol1) (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) CACHE_SUM_DIGIT_FACTORIALS (in module project_euler.problem_074.sol1) cal_gradient() (neural_network.back_propagation_neural_network.DenseLayer method) cal_loss() (neural_network.back_propagation_neural_network.BPNN method) calc (in module data_structures.stacks.prefix_evaluation) calc_derivative() (in module maths.numerical_analysis.newton_raphson) calc_profit() (in module knapsack.greedy_knapsack) calculate_average_times() (in module scheduling.shortest_job_first) calculate_average_turnaround_time() (in module scheduling.first_come_first_served) calculate_average_waiting_time() (in module scheduling.first_come_first_served) calculate_completion_time() (scheduling.multi_level_feedback_queue.MLFQ method) calculate_current_element() (in module matrix.pascal_triangle) calculate_each_score() (in module other.scoring_algorithm) calculate_fft() (in module machine_learning.mfcc) calculate_heuristic() (graphs.bidirectional_a_star.Node method) (graphs.greedy_best_first.Node method) calculate_hypothesis_value() (in module machine_learning.gradient_descent) calculate_mean() (in module machine_learning.linear_discriminant_analysis) calculate_pi() (in module maths.pi_generator) calculate_prime_numbers() (in module project_euler.problem_187.sol1) (in module project_euler.problem_800.sol1) calculate_prob() (in module maths.entropy) calculate_probabilities() (in module machine_learning.linear_discriminant_analysis) calculate_remaining_burst_time_of_processes() (scheduling.multi_level_feedback_queue.MLFQ method) calculate_resistance() (in module electronics.resistor_color_code) calculate_sequence_of_finish_queue() (scheduling.multi_level_feedback_queue.MLFQ method) calculate_signal_power() (in module machine_learning.mfcc) calculate_spearman_rank_correlation() (in module maths.spearman_rank_correlation_coefficient) calculate_turn_around_time() (in module scheduling.highest_response_ratio_next) calculate_turn_around_times() (in module scheduling.round_robin) calculate_turnaround_time() (scheduling.multi_level_feedback_queue.MLFQ method) calculate_turnaround_times() (in module scheduling.first_come_first_served) calculate_turnaroundtime() (in module scheduling.non_preemptive_shortest_job_first) (in module scheduling.shortest_job_first) calculate_variance() (in module machine_learning.linear_discriminant_analysis) calculate_waiting_time() (in module scheduling.highest_response_ratio_next) (scheduling.multi_level_feedback_queue.MLFQ method) calculate_waiting_times() (in module scheduling.first_come_first_served) (in module scheduling.round_robin) calculate_waitingtime() (in module scheduling.non_preemptive_shortest_job_first) (in module scheduling.shortest_job_first) calculation() (digital_image_processing.index_calculation.IndexCalculation method) calculation_span() (in module data_structures.stacks.stock_span_problem) camel_to_snake_case() (in module strings.camel_case_to_snake_case) can_complete_journey() (in module greedy_methods.gas_station) can_string_be_rearranged_as_palindrome() (in module strings.can_string_be_rearranged_as_palindrome) can_string_be_rearranged_as_palindrome_counter() (in module strings.can_string_be_rearranged_as_palindrome) CANCER_DATASET_URL (in module machine_learning.sequential_minimum_optimization) canny() (in module digital_image_processing.edge_detection.canny) canvas_size (in module cellular_automata.game_of_life) capacitor_parallel() (in module electronics.capacitor_equivalence) capacitor_series() (in module electronics.capacitor_equivalence) capacity (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) capitalize() (in module strings.capitalize) capture_area() (in module physics.basic_orbital_capture) capture_radii() (in module physics.basic_orbital_capture) carrier_concentration() (in module electronics.carrier_concentration) cases (web_programming.covid_stats_via_xpath.CovidData attribute) casimir_force() (in module physics.casimir_effect) catalan() (in module maths.special_numbers.catalan_number) catalan_number() (in module data_structures.binary_tree.number_of_possible_binary_trees) catalan_numbers() (in module dynamic_programming.catalan_numbers) categorical_cross_entropy() (in module machine_learning.loss_functions) categorical_focal_cross_entropy() (in module machine_learning.loss_functions) ccci() (digital_image_processing.index_calculation.IndexCalculation method) ceil() (data_structures.binary_tree.red_black_tree.RedBlackTree method) (in module maths.ceil) ceil_index() (in module dynamic_programming.longest_increasing_subsequence_o_nlogn) Cell (class in machine_learning.astar) CELLS (in module cellular_automata.one_dimensional) cellular_automata module cellular_automata.conways_game_of_life module cellular_automata.game_of_life module cellular_automata.langtons_ant module cellular_automata.nagel_schrekenberg module cellular_automata.one_dimensional module cellular_automata.wa_tor module celsius_to_fahrenheit() (in module conversions.temperature_conversions) celsius_to_kelvin() (in module conversions.temperature_conversions) celsius_to_rankine() (in module conversions.temperature_conversions) center_of_mass() (in module physics.center_of_mass) centi (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) centripetal() (in module physics.centripetal_force) centroid_pairwise_dist() (in module machine_learning.k_means_clust) chain() (in module project_euler.problem_092.sol1) chain_length() (in module project_euler.problem_074.sol1) CHAIN_LENGTH_CACHE (in module project_euler.problem_074.sol1) CHAINS (in module project_euler.problem_092.sol1) change() (other.number_container_system.NumberContainer method) change_brightness() (in module digital_image_processing.change_brightness) change_component() (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) change_contrast() (in module digital_image_processing.change_contrast) change_stage() (linear_programming.simplex.Tableau method) charge_factor (data_structures.hashing.hash_table.HashTable attribute) charging_capacitor() (in module electronics.charging_capacitor) charging_inductor() (in module electronics.charging_inductor) chebyshev_distance() (in module maths.chebyshev_distance) check() (in module boolean_algebra.quine_mc_cluskey) (in module project_euler.problem_104.sol1) check1() (in module project_euler.problem_104.sol1) check_anagrams() (in module strings.check_anagrams) check_args() (in module physics.horizontal_projectile_motion) check_bouncy() (in module project_euler.problem_112.sol1) check_can_perform_operation() (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) check_circuit_or_path() (in module graphs.eulerian_path_and_circuit_for_undirected_graph) check_color_properties() (data_structures.binary_tree.red_black_tree.RedBlackTree method) check_coloring() (data_structures.binary_tree.red_black_tree.RedBlackTree method) check_cycle() (in module graphs.check_cycle) check_determinant() (ciphers.hill_cipher.HillCipher method) check_direction() (in module other.graham_scan) check_euler() (in module graphs.eulerian_path_and_circuit_for_undirected_graph) check_is_full() (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) check_keys() (in module ciphers.affine_cipher) check_matrix() (in module matrix.spiral_print) check_negative_cycle() (in module graphs.bellman_ford) check_partition_perfect() (in module project_euler.problem_207.sol1) check_polygon() (in module maths.check_polygon) check_str (in module strings.can_string_be_rearranged_as_palindrome) check_valid_key() (in module ciphers.simple_substitution_cipher) check_validity() (in module electronics.resistor_color_code) children (data_structures.suffix_tree.suffix_tree_node.SuffixTreeNode attribute) (machine_learning.frequent_pattern_growth.TreeNode attribute) chinese_remainder_theorem() (in module maths.chinese_remainder_theorem) chinese_remainder_theorem2() (in module maths.chinese_remainder_theorem) choice (in module cellular_automata.game_of_life) (in module ciphers.caesar_cipher) choose() (in module project_euler.problem_113.sol1) choose_alpha (machine_learning.sequential_minimum_optimization.SmoSVM attribute) chunker() (in module ciphers.playfair_cipher) ci() (digital_image_processing.index_calculation.IndexCalculation method) ci_green() (digital_image_processing.index_calculation.IndexCalculation method) ci_rededge() (digital_image_processing.index_calculation.IndexCalculation method) cipher_text() (in module ciphers.beaufort_cipher) ciphers module ciphers.a1z26 module ciphers.affine_cipher module ciphers.atbash module ciphers.autokey module ciphers.baconian_cipher module ciphers.base16 module ciphers.base32 module ciphers.base64 module ciphers.base85 module ciphers.beaufort_cipher module ciphers.bifid module ciphers.brute_force_caesar_cipher module ciphers.caesar_cipher module ciphers.cryptomath_module module ciphers.decrypt_caesar_with_chi_squared module ciphers.deterministic_miller_rabin module ciphers.diffie module ciphers.diffie_hellman module ciphers.elgamal_key_generator module ciphers.enigma_machine2 module ciphers.fractionated_morse_cipher module ciphers.gronsfeld_cipher module ciphers.hill_cipher module ciphers.mixed_keyword_cypher module ciphers.mono_alphabetic_ciphers module ciphers.morse_code module ciphers.onepad_cipher module ciphers.permutation_cipher module ciphers.playfair_cipher module ciphers.polybius module ciphers.porta_cipher module ciphers.rabin_miller module ciphers.rail_fence_cipher module ciphers.rot13 module ciphers.rsa_cipher module ciphers.rsa_factorization module ciphers.rsa_key_generator module ciphers.running_key_cipher module ciphers.shuffled_shift_cipher module ciphers.simple_keyword_cypher module ciphers.simple_substitution_cipher module ciphers.transposition_cipher module ciphers.transposition_cipher_encrypt_decrypt_file module ciphers.trifid_cipher module ciphers.vernam_cipher module ciphers.vigenere_cipher module ciphers.xor_cipher module Circle (class in geometry.geometry) circle_bottom_arc_integral() (in module project_euler.problem_587.sol1) circle_sort() (in module sorts.circle_sort) circular_convolution() (electronics.circular_convolution.CircularConvolution method) CircularConvolution (class in electronics.circular_convolution) CircularLinkedList (class in data_structures.linked_list.circular_linked_list) CircularQueue (class in data_structures.queue.circular_queue) CircularQueueLinkedList (class in data_structures.queue.circular_queue_linked_list) cities (in module graphs.ant_colony_optimization_algorithms) city_select() (in module graphs.ant_colony_optimization_algorithms) classifier (in module computer_vision.cnn_classification) classify() (machine_learning.k_nearest_neighbours.KNN method) Clause (class in other.davis_putnam_logemann_loveland) clauses (other.davis_putnam_logemann_loveland.Formula attribute) cleanup() (sorts.external_sort.FileSplitter method) clear() (data_structures.heap.randomized_heap.RandomizedHeap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method)

clear_bit() (in module bit_manipulation.single_bit_manipulation_operations) clear_graph() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) clf (in module machine_learning.multilayer_perceptron_classifier) climb_stairs() (in module dynamic_programming.climbing_stairs) clone_graph() (in module graphs.deep_clone_graph) closed_nodes (graphs.bidirectional_a_star.AStar attribute) (graphs.greedy_best_first.GreedyBestFirst attribute) closest_pair_of_points() (in module divide_and_conquer.closest_pair_of_points) closest_pair_of_points_sqr() (in module divide_and_conquer.closest_pair_of_points) closing_filter() (in module computer_vision.haralick_descriptors) clothes (in module graphs.g_topological_sort) CNN (class in neural_network.convolution_neural_network) cocktail_shaker_sort() (in module sorts.cocktail_shaker_sort) code (in module hashes.enigma_machine) coef0 (machine_learning.sequential_minimum_optimization.Kernel attribute) coefficients (maths.polynomials.single_indeterminate_operations.Polynomial attribute) cofactor() (linear_algebra.src.lib.Matrix method) cofactors() (matrix.matrix_class.Matrix method) CoinsDistribResult (class in data_structures.binary_tree.distribute_coins) COL (matrix.count_islands_in_matrix.Matrix attribute) col_idx (linear_programming.simplex.Tableau attribute) col_titles (linear_programming.simplex.Tableau attribute) collatz_sequence() (in module maths.collatz_sequence) collatz_sequence_length() (in module project_euler.problem_014.sol2) COLLATZ_SEQUENCE_LENGTHS (in module project_euler.problem_014.sol2) collect_dataset() (in module machine_learning.linear_regression) collection (data_structures.binary_tree.segment_tree_other.SegmentTree attribute) color (data_structures.binary_tree.red_black_tree.RedBlackTree attribute) (physics.n_body_simulation.Body attribute) color() (in module backtracking.coloring) (in module data_structures.binary_tree.red_black_tree) colors (in module maths.sock_merchant) (in module sorts.dutch_national_flag_sort) cols (in module data_structures.arrays.sudoku_solver) column_based_sort() (in module divide_and_conquer.closest_pair_of_points) column_reshape() (in module machine_learning.dimensionality_reduction) columns() (matrix.matrix_class.Matrix method) comb_sort() (in module sorts.comb_sort) combination_lists() (in module backtracking.all_combinations) combination_sum() (in module backtracking.combination_sum) combination_sum_iv() (in module dynamic_programming.combination_sum_iv) combination_sum_iv_bottom_up() (in module dynamic_programming.combination_sum_iv) combination_sum_iv_dp_array() (in module dynamic_programming.combination_sum_iv) combinations() (in module maths.combinations) (in module project_euler.problem_053.sol1) COMMON_WORDS (in module project_euler.problem_059.sol1) comp_and_swap() (in module sorts.bitonic_sort) Comparable (class in data_structures.heap.heap) (class in searches.jump_search) (class in sorts.insertion_sort) compare_string() (in module boolean_algebra.quine_mc_cluskey) compare_with() (project_euler.problem_054.sol1.PokerHand method) complement() (fuzzy_logic.fuzzy_operations.FuzzySet method) complete_graph() (in module graphs.random_graph_generator) component() (linear_algebra.src.lib.Matrix method) (linear_algebra.src.lib.Vector method) compound_interest() (in module financial.interest) compress() (compression.lz77.LZ77Compressor method) (in module compression.lempel_ziv) (in module compression.lempel_ziv_decompress) compress_data() (in module compression.lempel_ziv) compression module compression.burrows_wheeler module compression.huffman module compression.image_data module compression.lempel_ziv module compression.lempel_ziv_decompress module compression.lz77 module compression.peak_signal_to_noise_ratio module compression.run_length_encoding module compute() (in module project_euler.problem_551.sol1) compute_ap() (in module graphs.articulation_points) compute_bridges() (in module graphs.finding_bridges) compute_heterogeneity() (in module machine_learning.k_means_clust) compute_nums() (in module project_euler.problem_046.sol1) compute_transform_tables() (in module strings.min_cost_string_conversion) compute_truncated_primes() (in module project_euler.problem_037.sol1) computer_vision module computer_vision.cnn_classification module computer_vision.flip_augmentation module computer_vision.haralick_descriptors module computer_vision.harris_corner module computer_vision.horn_schunck module computer_vision.mean_threshold module computer_vision.mosaic_augmentation module computer_vision.pooling_functions module concave_triangle_area() (in module project_euler.problem_587.sol1) conjugate_gradient() (in module linear_algebra.src.conjugate_gradient) connect() (in module graphs.prim) connected_components() (in module graphs.connected_components) connections (graphs.markov_chain.MarkovChainGraphUndirectedUnweighted attribute) (graphs.minimum_spanning_tree_kruskal2.GraphUndirectedWeighted attribute) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted attribute) consistent_heuristic() (in module graphs.multi_heuristic_astar) ConstantStretch (class in digital_image_processing.histogram_equalization.histogram_stretch) construct_graph() (in module graphs.frequent_pattern_graph_miner) construct_highway() (in module cellular_automata.nagel_schrekenberg) cont_img (in module digital_image_processing.change_contrast) contains_an_even_digit() (in module project_euler.problem_035.sol1) contains_edge() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) contains_origin() (in module project_euler.problem_102.sol1) contains_sum() (data_structures.arrays.prefix_sum.PrefixSum method) contains_vertex() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) ContainsLoopError continued_fraction() (in module maths.continued_fraction) continuous_fraction_period() (in module project_euler.problem_064.sol1) conv1 (neural_network.convolution_neural_network.CNN attribute) conversions module conversions.astronomical_length_scale_conversion module conversions.binary_to_decimal module conversions.binary_to_hexadecimal module conversions.binary_to_octal module conversions.convert_number_to_words module conversions.decimal_to_any module conversions.decimal_to_binary module conversions.decimal_to_hexadecimal module conversions.decimal_to_octal module conversions.energy_conversions module conversions.excel_title_to_column module conversions.hex_to_bin module conversions.hexadecimal_to_decimal module conversions.ipv4_conversion module conversions.length_conversion module conversions.molecular_chemistry module conversions.octal_to_binary module conversions.octal_to_decimal module conversions.octal_to_hexadecimal module conversions.prefix_conversions module conversions.prefix_conversions_string module conversions.pressure_conversions module conversions.rgb_cmyk_conversion module conversions.rgb_hsv_conversion module conversions.roman_numerals module conversions.speed_conversions module conversions.temperature_conversions module conversions.time_conversions module conversions.volume_conversions module conversions.weight_conversion module convert_binary_prefix() (in module conversions.prefix_conversions) convert_currency() (in module web_programming.currency_converter) convert_number() (in module conversions.convert_number_to_words) convert_si_prefix() (in module conversions.prefix_conversions) convert_small_number() (in module conversions.convert_number_to_words) convert_speed() (in module conversions.speed_conversions) convert_time() (in module conversions.time_conversions) convert_to_2d() (in module graphics.vector3_for_2d_rendering) convert_to_negative() (in module digital_image_processing.convert_to_negative) convex_hull_bf() (in module divide_and_conquer.convex_hull) convex_hull_melkman() (in module divide_and_conquer.convex_hull) convex_hull_recursive() (in module divide_and_conquer.convex_hull) convolute() (neural_network.convolution_neural_network.CNN method) convolution() (neural_network.convolution_neural_network.CNN method) Coord3D (in module physics.center_of_mass) coords (cellular_automata.wa_tor.Entity attribute) copy() (linear_algebra.src.lib.Vector method) cosine_similarity() (in module machine_learning.similarity_search) cost (greedy_methods.gas_station.GasStation attribute) cost_function() (in module machine_learning.logistic_regression) COULOMBS_CONSTANT (in module electronics.coulombs_law) coulombs_law() (in module physics.coulombs_law) couloumbs_law() (in module electronics.coulombs_law) count (machine_learning.frequent_pattern_growth.TreeNode attribute) (strings.top_k_frequent_words.WordCount attribute) count() (data_structures.binary_tree.avl_tree.MyQueue method) count_divisors() (in module project_euler.problem_012.sol1) (in module project_euler.problem_012.sol2) count_inversions_bf() (in module divide_and_conquer.inversions) count_inversions_recursive() (in module divide_and_conquer.inversions) count_islands() (matrix.count_islands_in_matrix.Matrix method) count_negatives_binary_search() (in module matrix.count_negative_numbers_in_sorted_matrix) count_negatives_brute_force() (in module matrix.count_negative_numbers_in_sorted_matrix) count_negatives_brute_force_with_break() (in module matrix.count_negative_numbers_in_sorted_matrix) count_no_of_ways() (dynamic_programming.bitmask.AssignmentUsingBitmask method) count_time() (in module machine_learning.sequential_minimum_optimization) count_vowels() (in module strings.count_vowels) count_ways_until() (dynamic_programming.bitmask.AssignmentUsingBitmask method) counting_sort() (in module sorts.counting_sort) counting_sort_string() (in module sorts.counting_sort) covariance() (in module maths.joint_probability_distribution) covariance_between_classes() (in module machine_learning.dimensionality_reduction) covariance_within_classes() (in module machine_learning.dimensionality_reduction) covid_stats() (in module web_programming.covid_stats_via_xpath) CovidData (class in web_programming.covid_stats_via_xpath) cramers_rule_2x2() (in module matrix.cramers_rule_2x2) create_all_state() (in module backtracking.all_combinations) create_canvas() (in module cellular_automata.game_of_life) create_cipher_map() (in module ciphers.simple_keyword_cypher) create_edge() (in module graphs.frequent_pattern_graph_miner) create_graph() (in module graphs.tarjans_scc) create_linked_list() (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) (in module data_structures.linked_list.doubly_linked_list_two) create_ngram() (in module strings.ngram) create_sparse() (in module data_structures.binary_tree.lowest_common_ancestor) create_state_space_tree() (in module backtracking.all_permutations) (in module backtracking.all_subsequences) (in module backtracking.sum_of_subsets) create_tree() (in module machine_learning.frequent_pattern_growth) create_vector() (in module maths.points_are_collinear_3d) cross() (in module data_structures.arrays.sudoku_solver) crossover() (in module genetic_algorithm.basic_string) ctvi() (digital_image_processing.index_calculation.IndexCalculation method) cur_size (graphs.dijkstra_algorithm.PriorityQueue attribute) current (data_structures.linked_list.doubly_linked_list_two.LinkedListIterator attribute) current_time (scheduling.multi_level_feedback_queue.MLFQ attribute) current_weather() (in module web_programming.current_weather) cvi() (digital_image_processing.index_calculation.IndexCalculation method) cycle_nodes() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) cycle_sort() (in module sorts.cycle_sort)

D

damerau_levenshtein_distance() (in module strings.damerau_levenshtein_distance) data (data_structures.binary_tree.avl_tree.MyNode attribute) (data_structures.binary_tree.avl_tree.MyQueue attribute) (data_structures.binary_tree.basic_binary_tree.Node attribute) (data_structures.binary_tree.binary_tree_traversals.Node attribute) (data_structures.binary_tree.diameter_of_binary_tree.Node attribute) (data_structures.binary_tree.distribute_coins.TreeNode attribute) (data_structures.binary_tree.flatten_binarytree_to_linkedlist.TreeNode attribute) (data_structures.binary_tree.inorder_tree_traversal_2022.BinaryTreeNode attribute) (data_structures.binary_tree.is_sorted.Node attribute) (data_structures.binary_tree.is_sum_tree.Node attribute) (data_structures.binary_tree.symmetric_tree.Node attribute) (data_structures.disjoint_set.disjoint_set.Node attribute) (data_structures.linked_list.circular_linked_list.Node attribute) (data_structures.linked_list.doubly_linked_list.Node attribute) (data_structures.linked_list.doubly_linked_list_two.Node attribute) (data_structures.linked_list.floyds_cycle_detection.Node attribute) (data_structures.linked_list.from_sequence.Node attribute) (data_structures.linked_list.has_loop.Node attribute) (data_structures.linked_list.merge_two_lists.Node attribute) (data_structures.linked_list.middle_element_of_linked_list.Node attribute) (data_structures.linked_list.print_reverse.Node attribute) (data_structures.linked_list.reverse_k_group.Node attribute) (data_structures.linked_list.rotate_to_the_right.Node attribute) (data_structures.linked_list.singly_linked_list.Node attribute) (data_structures.linked_list.swap_nodes.Node attribute) (data_structures.queue.circular_queue_linked_list.Node attribute) (data_structures.queue.linked_queue.Node attribute) (data_structures.stacks.stack_with_doubly_linked_list.Node attribute) (data_structures.stacks.stack_with_singly_linked_list.Node attribute) (graphs.minimum_spanning_tree_kruskal2.DisjointSetTreeNode attribute) (hashes.sha1.SHA1Hash attribute) (hashes.sha256.SHA256 attribute) (in module financial.simple_moving_average) (in module strings.anagrams) (machine_learning.k_nearest_neighbours.KNN attribute) (searches.binary_tree_traversal.TreeNode attribute) data_handling() (in module machine_learning.xgboost_classifier) (in module machine_learning.xgboost_regressor) data_input_df (in module machine_learning.forecasting.run) data_safety_checker() (in module machine_learning.forecasting.run) data_set (in module machine_learning.frequent_pattern_growth) data_structures module data_structures.arrays module data_structures.arrays.equilibrium_index_in_array module data_structures.arrays.find_triplets_with_0_sum module data_structures.arrays.index_2d_array_in_1d module data_structures.arrays.kth_largest_element module data_structures.arrays.median_two_array module data_structures.arrays.monotonic_array module data_structures.arrays.pairs_with_given_sum module data_structures.arrays.permutations module data_structures.arrays.prefix_sum module data_structures.arrays.product_sum module data_structures.arrays.sparse_table module data_structures.arrays.sudoku_solver module data_structures.binary_tree module data_structures.binary_tree.avl_tree module data_structures.binary_tree.basic_binary_tree module data_structures.binary_tree.binary_search_tree module data_structures.binary_tree.binary_search_tree_recursive module data_structures.binary_tree.binary_tree_mirror module data_structures.binary_tree.binary_tree_node_sum module data_structures.binary_tree.binary_tree_path_sum module data_structures.binary_tree.binary_tree_traversals module data_structures.binary_tree.diameter_of_binary_tree module data_structures.binary_tree.diff_views_of_binary_tree module data_structures.binary_tree.distribute_coins module data_structures.binary_tree.fenwick_tree module data_structures.binary_tree.flatten_binarytree_to_linkedlist module data_structures.binary_tree.floor_and_ceiling module data_structures.binary_tree.inorder_tree_traversal_2022 module data_structures.binary_tree.is_sorted module data_structures.binary_tree.is_sum_tree module data_structures.binary_tree.lazy_segment_tree module data_structures.binary_tree.lowest_common_ancestor module data_structures.binary_tree.maximum_fenwick_tree module data_structures.binary_tree.maximum_sum_bst module data_structures.binary_tree.merge_two_binary_trees module data_structures.binary_tree.mirror_binary_tree module data_structures.binary_tree.non_recursive_segment_tree module data_structures.binary_tree.number_of_possible_binary_trees module data_structures.binary_tree.red_black_tree module data_structures.binary_tree.segment_tree module data_structures.binary_tree.segment_tree_other module data_structures.binary_tree.serialize_deserialize_binary_tree module data_structures.binary_tree.symmetric_tree module data_structures.binary_tree.treap module data_structures.binary_tree.wavelet_tree module data_structures.disjoint_set module data_structures.disjoint_set.alternate_disjoint_set module data_structures.disjoint_set.disjoint_set module data_structures.hashing module data_structures.hashing.bloom_filter module data_structures.hashing.double_hash module data_structures.hashing.hash_map module data_structures.hashing.hash_table module data_structures.hashing.hash_table_with_linked_list module data_structures.hashing.number_theory module data_structures.hashing.number_theory.prime_numbers module data_structures.hashing.quadratic_probing module data_structures.hashing.tests module data_structures.hashing.tests.test_hash_map module data_structures.heap module data_structures.heap.binomial_heap module data_structures.heap.heap module data_structures.heap.heap_generic module data_structures.heap.max_heap module data_structures.heap.min_heap module data_structures.heap.randomized_heap module data_structures.heap.skew_heap module data_structures.kd_tree module data_structures.kd_tree.build_kdtree module data_structures.kd_tree.example module data_structures.kd_tree.example.example_usage module data_structures.kd_tree.example.hypercube_points module data_structures.kd_tree.kd_node module data_structures.kd_tree.nearest_neighbour_search module data_structures.kd_tree.tests module data_structures.kd_tree.tests.test_kdtree module data_structures.linked_list module data_structures.linked_list.circular_linked_list module data_structures.linked_list.deque_doubly module data_structures.linked_list.doubly_linked_list module data_structures.linked_list.doubly_linked_list_two module data_structures.linked_list.floyds_cycle_detection module data_structures.linked_list.from_sequence module data_structures.linked_list.has_loop module data_structures.linked_list.is_palindrome module data_structures.linked_list.merge_two_lists module data_structures.linked_list.middle_element_of_linked_list module data_structures.linked_list.print_reverse module data_structures.linked_list.reverse_k_group module data_structures.linked_list.rotate_to_the_right module data_structures.linked_list.singly_linked_list module data_structures.linked_list.skip_list module data_structures.linked_list.swap_nodes module data_structures.queue module data_structures.queue.circular_queue module data_structures.queue.circular_queue_linked_list module data_structures.queue.double_ended_queue module data_structures.queue.linked_queue module data_structures.queue.priority_queue_using_list module data_structures.queue.queue_by_list module data_structures.queue.queue_by_two_stacks module data_structures.queue.queue_on_pseudo_stack module data_structures.stacks module data_structures.stacks.balanced_parentheses module data_structures.stacks.dijkstras_two_stack_algorithm module data_structures.stacks.infix_to_postfix_conversion module data_structures.stacks.infix_to_prefix_conversion module data_structures.stacks.lexicographical_numbers module data_structures.stacks.next_greater_element module data_structures.stacks.postfix_evaluation module data_structures.stacks.prefix_evaluation module data_structures.stacks.stack module data_structures.stacks.stack_using_two_queues module data_structures.stacks.stack_with_doubly_linked_list module data_structures.stacks.stack_with_singly_linked_list module data_structures.stacks.stock_span_problem module data_structures.suffix_tree module data_structures.suffix_tree.example module data_structures.suffix_tree.example.example_usage module data_structures.suffix_tree.suffix_tree module data_structures.suffix_tree.suffix_tree_node module data_structures.suffix_tree.tests module data_structures.suffix_tree.tests.test_suffix_tree module data_structures.trie module data_structures.trie.radix_tree module data_structures.trie.trie module dataset (in module machine_learning.k_means_clust) (in module maths.triplet_sum) deadline (scheduling.job_sequence_with_deadline.Task attribute) deaths (web_programming.covid_stats_via_xpath.CovidData attribute) deca (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) deci (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) decimal_isolate() (in module maths.decimal_isolate) decimal_to_any() (in module conversions.decimal_to_any) decimal_to_binary() (in module boolean_algebra.quine_mc_cluskey) decimal_to_binary_iterative() (in module conversions.decimal_to_binary) decimal_to_binary_recursive() (in module conversions.decimal_to_binary) decimal_to_binary_recursive_helper() (in module conversions.decimal_to_binary) decimal_to_fraction() (in module maths.decimal_to_fraction) decimal_to_hexadecimal() (in module conversions.decimal_to_hexadecimal) decimal_to_ipv4() (in module conversions.ipv4_conversion) decimal_to_negative_base_2() (in module maths.base_neg2_conversion) decimal_to_octal() (in module conversions.decimal_to_octal) decipher() (in module ciphers.simple_keyword_cypher) decision_boundary (machine_learning.decision_tree.DecisionTree attribute) DecisionTree (class in machine_learning.decision_tree) decode (in module hashes.enigma_machine) decode() (ciphers.bifid.BifidCipher method) (ciphers.polybius.PolybiusCipher method) (in module ciphers.a1z26) (in module ciphers.baconian_cipher) (in module ciphers.playfair_cipher) decode_dict (in module ciphers.baconian_cipher) decompress() (compression.lz77.LZ77Compressor method) decompress_data() (in module compression.lempel_ziv_decompress) decorator() (other.lfu_cache.LFUCache class method) (other.lru_cache.LRUCache class method) decorator_function_to_instance_map (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) decrease_key() (data_structures.heap.min_heap.MinHeap method) (graphs.dijkstra_algorithm.PriorityQueue method) decrypt() (ciphers.hill_cipher.HillCipher method) (ciphers.onepad_cipher.Onepad static method) (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) (ciphers.xor_cipher.XORCipher method) (in module ciphers.autokey) (in module ciphers.brute_force_caesar_cipher) (in module ciphers.caesar_cipher) (in module ciphers.morse_code) (in module ciphers.permutation_cipher) (in module ciphers.porta_cipher) (in module ciphers.rail_fence_cipher) decrypt_caesar_with_chi_squared() (in module ciphers.decrypt_caesar_with_chi_squared) decrypt_file() (ciphers.xor_cipher.XORCipher method) decrypt_fractionated_morse() (in module ciphers.fractionated_morse_cipher) decrypt_message() (in module ciphers.affine_cipher) (in module ciphers.mono_alphabetic_ciphers) (in module ciphers.rsa_cipher) (in module ciphers.simple_substitution_cipher) (in module ciphers.transposition_cipher) (in module ciphers.trifid_cipher) (in module ciphers.vigenere_cipher) decrypt_string() (ciphers.xor_cipher.XORCipher method) DEFAULT_BLOCK_SIZE (in module ciphers.rsa_cipher) default_matrix_multiplication() (in module divide_and_conquer.strassen_matrix_multiplication)

DEFAULT_SOURCE_URL (in module neural_network.input_data) degree (graphics.bezier_curve.BezierCurve attribute) (machine_learning.polynomial_regression.PolynomialRegression attribute) (machine_learning.sequential_minimum_optimization.Kernel attribute) (maths.polynomials.single_indeterminate_operations.Polynomial attribute) degree() (graphs.directed_and_undirected_weighted_graph.Graph method) degrees (geometry.geometry.Angle attribute) del_node() (data_structures.binary_tree.avl_tree.AVLtree method) (in module data_structures.binary_tree.avl_tree) delete() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.skip_list.SkipList method) (data_structures.trie.radix_tree.RadixNode method) (data_structures.trie.trie.TrieNode method) delete_at_nth() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) delete_front() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) delete_head() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) delete_item() (data_structures.heap.heap_generic.Heap method) delete_min() (data_structures.heap.binomial_heap.BinomialHeap method) delete_minimum() (graphs.minimum_spanning_tree_prims.Heap method) delete_nth() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) delete_tail() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) DELETE_UNBALANCED_ENTITIES (in module cellular_automata.wa_tor) delete_value() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) delta (in module graphs.bidirectional_a_star) (in module graphs.bidirectional_breadth_first_search) (in module graphs.greedy_best_first) DELTA_TIME (in module physics.n_body_simulation) demo_graph (in module graphs.breadth_first_search_shortest_path_2) dencrypt() (in module ciphers.rot13) denominations (in module greedy_methods.minimum_coin_change) DenseLayer (class in neural_network.back_propagation_neural_network) depth (machine_learning.decision_tree.DecisionTree attribute) depth() (data_structures.binary_tree.basic_binary_tree.BinaryTree method) (data_structures.binary_tree.diameter_of_binary_tree.Node method) depth_first_search() (data_structures.binary_tree.binary_tree_node_sum.BinaryTreeNodeSum method) (data_structures.binary_tree.binary_tree_path_sum.BinaryTreePathSum method) (graphs.dinic.Dinic method) (in module backtracking.n_queens_math) (in module graphs.check_cycle) (in module graphs.depth_first_search) (in module graphs.g_topological_sort) (in module matrix.count_paths) (in module matrix.max_area_of_island) Deque (class in data_structures.queue.double_ended_queue) Deque._Iterator (class in data_structures.queue.double_ended_queue) Deque._Node (class in data_structures.queue.double_ended_queue) dequeue() (data_structures.queue.circular_queue.CircularQueue method) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) (data_structures.queue.priority_queue_using_list.ElementPriorityQueue method) (data_structures.queue.priority_queue_using_list.FixedPriorityQueue method) derivative() (machine_learning.automatic_differentiation.GradientTracker method) (maths.polynomials.single_indeterminate_operations.Polynomial method) deserialize() (in module data_structures.binary_tree.serialize_deserialize_binary_tree) destination_vertex (graphs.breadth_first_search_zero_one_shortest_path.Edge attribute) detect() (computer_vision.harris_corner.HarrisCorner method) detect_cycle() (data_structures.linked_list.floyds_cycle_detection.LinkedList method) detect_high_low_threshold() (in module digital_image_processing.edge_detection.canny) determinant() (in module matrix.matrix_operation) (linear_algebra.src.lib.Matrix method) (matrix.matrix_class.Matrix method) dfs() (graphs.depth_first_search_2.Graph method) (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) (in module graphs.basic_graphs) (in module graphs.connected_components) (in module graphs.eulerian_path_and_circuit_for_undirected_graph) (in module graphs.even_tree) (in module graphs.scc_kosaraju) dfs2() (in module graphs.scc_kosaraju) dfs_recursive() (graphs.depth_first_search_2.Graph method) dfs_time() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) diameter (geometry.geometry.Circle property) diameter() (data_structures.binary_tree.diameter_of_binary_tree.Node method) Dice (class in maths.monte_carlo_dice) dict1 (in module ciphers.beaufort_cipher) dict2 (in module ciphers.beaufort_cipher) different_signs() (in module bit_manipulation.numbers_different_signs) differentiate() (in module maths.dual_number_automatic_differentiation) DiffieHellman (class in ciphers.diffie_hellman) diffs() (matrix.count_islands_in_matrix.Matrix method) DIGIT_FACTORIAL (in module project_euler.problem_034.sol1) (in module project_euler.problem_074.sol2) digit_factorial_sum() (in module project_euler.problem_074.sol2) DIGIT_FACTORIALS (in module project_euler.problem_074.sol1) digit_replacements() (in module project_euler.problem_051.sol1) digit_sum() (in module project_euler.problem_119.sol1) digital_image_processing module digital_image_processing.change_brightness module digital_image_processing.change_contrast module digital_image_processing.convert_to_negative module digital_image_processing.dithering module digital_image_processing.dithering.burkes module digital_image_processing.edge_detection module digital_image_processing.edge_detection.canny module digital_image_processing.filters module digital_image_processing.filters.bilateral_filter module digital_image_processing.filters.convolve module digital_image_processing.filters.gabor_filter module digital_image_processing.filters.gaussian_filter module digital_image_processing.filters.laplacian_filter module digital_image_processing.filters.local_binary_pattern module digital_image_processing.filters.median_filter module digital_image_processing.filters.sobel_filter module digital_image_processing.histogram_equalization module digital_image_processing.histogram_equalization.histogram_stretch module digital_image_processing.histogram_equalization.image_data module digital_image_processing.histogram_equalization.output_data module digital_image_processing.image_data module digital_image_processing.index_calculation module digital_image_processing.morphological_operations module digital_image_processing.morphological_operations.dilation_operation module digital_image_processing.morphological_operations.erosion_operation module digital_image_processing.resize module digital_image_processing.resize.resize module digital_image_processing.rotation module digital_image_processing.rotation.rotation module digital_image_processing.sepia module digital_image_processing.test_digital_image_processing module digits (in module data_structures.arrays.sudoku_solver) DIGITS_FIFTH_POWER (in module project_euler.problem_030.sol1) digits_fifth_powers_sum() (in module project_euler.problem_030.sol1) DIGITS_SQUARED (in module project_euler.problem_092.sol1) dijk() (in module graphs.basic_graphs) dijkstra() (graphs.dijkstra_algorithm.Graph method) (graphs.dijkstra_alternate.Graph method) (in module graphs.dijkstra) (in module graphs.dijkstra_2) (in module graphs.dijkstra_binary_grid) dijkstras_two_stack_algorithm() (in module data_structures.stacks.dijkstras_two_stack_algorithm) dilation() (in module digital_image_processing.morphological_operations.dilation_operation) Dinic (class in graphs.dinic) diophantine() (in module blockchain.diophantine_equation) diophantine_all_soln() (in module blockchain.diophantine_equation) directed (graphs.graph_adjacency_list.GraphAdjacencyList attribute) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix attribute) (graphs.graph_list.GraphAdjacencyList attribute) DirectedGraph (class in graphs.directed_and_undirected_weighted_graph) Direction (class in other.graham_scan) DIRECTIONS (in module graphs.a_star) dis_between_closest_in_strip() (in module divide_and_conquer.closest_pair_of_points) dis_between_closest_pair() (in module divide_and_conquer.closest_pair_of_points) discrete_cosine_transform() (in module machine_learning.mfcc) DisjointSet (class in data_structures.disjoint_set.alternate_disjoint_set) DisjointSetTree (class in graphs.minimum_spanning_tree_kruskal2) DisjointSetTreeNode (class in graphs.minimum_spanning_tree_kruskal2) disp() (machine_learning.frequent_pattern_growth.TreeNode method) display() (cellular_automata.langtons_ant.LangtonsAnt method) (in module data_structures.arrays.sudoku_solver) (other.least_recently_used.LRUCache method) display_billionaires() (in module web_programming.get_top_billionaires) display_linked_list() (in module data_structures.binary_tree.flatten_binarytree_to_linkedlist) dist (graphs.dijkstra_algorithm.Graph attribute) distance() (in module graphs.ant_colony_optimization_algorithms) (in module maths.pythagoras) distinct_weight() (graphs.minimum_spanning_tree_boruvka.Graph method) distribute_coins() (in module data_structures.binary_tree.distribute_coins) DIV (machine_learning.automatic_differentiation.OpType attribute) divide_and_conquer module divide_and_conquer.closest_pair_of_points module divide_and_conquer.convex_hull module divide_and_conquer.heaps_algorithm module divide_and_conquer.heaps_algorithm_iterative module divide_and_conquer.inversions module divide_and_conquer.kth_order_statistic module divide_and_conquer.max_difference_pair module divide_and_conquer.max_subarray module divide_and_conquer.mergesort module divide_and_conquer.peak module divide_and_conquer.power module divide_and_conquer.strassen_matrix_multiplication module djb2() (in module hashes.djb2) dna() (in module strings.dna) do_round() (neural_network.convolution_neural_network.CNN method) do_something() (in module graphs.multi_heuristic_astar) document_frequency() (in module machine_learning.word_frequency_functions) dodecahedron_surface_area() (in module maths.dodecahedron) dodecahedron_volume() (in module maths.dodecahedron) domain (web_programming.emails_from_url.Parser attribute) DOOMSDAY_LEAP (in module other.doomsday) DOOMSDAY_NOT_LEAP (in module other.doomsday) doppler_effect() (in module physics.doppler_frequency) dot_product() (matrix.matrix_class.Matrix class method) double_factorial_iterative() (in module maths.double_factorial) double_factorial_recursive() (in module maths.double_factorial) double_linear_search() (in module searches.double_linear_search) double_sort() (in module sorts.double_sort) DoubleHash (class in data_structures.hashing.double_hash) DoubleLinkedList (class in other.lfu_cache) (class in other.lru_cache) DoubleLinkedListNode (class in other.lfu_cache) (class in other.lru_cache) DoublyLinkedList (class in data_structures.linked_list.doubly_linked_list) download_image() (in module web_programming.instagram_pic) download_images_from_google_query() (in module web_programming.download_images_from_google_query) download_video() (in module web_programming.instagram_video) dp (dynamic_programming.bitmask.AssignmentUsingBitmask attribute) (dynamic_programming.edit_distance.EditDistance attribute) (dynamic_programming.floyd_warshall.Graph attribute) dp_count() (in module dynamic_programming.minimum_coin_change) dp_match() (in module dynamic_programming.regex_match) dpll_algorithm() (in module other.davis_putnam_logemann_loveland) dq (in module data_structures.queue.double_ended_queue) dq_store (other.least_recently_used.LRUCache attribute) draw_cross() (in module fractals.vicsek) draw_fractal_recursive() (in module fractals.vicsek) draw_vicsek_fractal() (in module fractals.vicsek) drug_name (in module web_programming.fetch_well_rx_price) dst_h (digital_image_processing.resize.resize.NearestNeighbour attribute) dst_w (digital_image_processing.resize.resize.NearestNeighbour attribute) Dual (class in maths.dual_number_automatic_differentiation) dutch_national_flag_sort() (in module sorts.dutch_national_flag_sort) dvi() (digital_image_processing.index_calculation.IndexCalculation method) dynamic_lucas_number() (in module maths.lucas_series) dynamic_programming module dynamic_programming.abbreviation module dynamic_programming.all_construct module dynamic_programming.bitmask module dynamic_programming.catalan_numbers module dynamic_programming.climbing_stairs module dynamic_programming.combination_sum_iv module dynamic_programming.edit_distance module dynamic_programming.factorial module dynamic_programming.fast_fibonacci module dynamic_programming.fibonacci module dynamic_programming.fizz_buzz module dynamic_programming.floyd_warshall module dynamic_programming.integer_partition module dynamic_programming.iterating_through_submasks module dynamic_programming.k_means_clustering_tensorflow module dynamic_programming.knapsack module dynamic_programming.largest_divisible_subset module dynamic_programming.longest_common_subsequence module dynamic_programming.longest_common_substring module dynamic_programming.longest_increasing_subsequence module dynamic_programming.longest_increasing_subsequence_o_nlogn module dynamic_programming.longest_palindromic_subsequence module dynamic_programming.matrix_chain_multiplication module dynamic_programming.matrix_chain_order module dynamic_programming.max_non_adjacent_sum module dynamic_programming.max_product_subarray module dynamic_programming.max_subarray_sum module dynamic_programming.min_distance_up_bottom module dynamic_programming.minimum_coin_change module dynamic_programming.minimum_cost_path module dynamic_programming.minimum_partition module dynamic_programming.minimum_size_subarray_sum module dynamic_programming.minimum_squares_to_represent_a_number module dynamic_programming.minimum_steps_to_one module dynamic_programming.minimum_tickets_cost module dynamic_programming.optimal_binary_search_tree module dynamic_programming.palindrome_partitioning module dynamic_programming.regex_match module dynamic_programming.rod_cutting module dynamic_programming.smith_waterman module dynamic_programming.subset_generation module dynamic_programming.sum_of_subset module dynamic_programming.trapped_water module dynamic_programming.tribonacci module dynamic_programming.viterbi module dynamic_programming.wildcard_matching module dynamic_programming.word_break module

E

e (in module data_structures.heap.min_heap) Edge (class in graphs.breadth_first_search_zero_one_shortest_path) edge_array (in module graphs.frequent_pattern_graph_miner) edge_detect (in module computer_vision.harris_corner) edges (graphs.prim.Vertex attribute) (in module graphs.minimum_spanning_tree_kruskal) (in module sorts.topological_sort) (project_euler.problem_107.sol1.Graph attribute) edges_number (in module graphs.minimum_spanning_tree_prims) EdgeT (in module project_euler.problem_107.sol1) edglist() (in module graphs.basic_graphs) edit_distance() (in module strings.edit_distance) EditDistance (class in dynamic_programming.edit_distance) effusion_ratio() (in module physics.grahams_law) elapsed_time() (in module dynamic_programming.matrix_chain_multiplication) electric_conductivity() (in module electronics.electric_conductivity) electric_power() (in module electronics.electric_power) electrical_impedance() (in module electronics.electrical_impedance) ELECTRON_CHARGE (in module electronics.electric_conductivity) electronics module electronics.apparent_power module electronics.builtin_voltage module electronics.capacitor_equivalence module electronics.carrier_concentration module electronics.charging_capacitor module electronics.charging_inductor module electronics.circular_convolution module electronics.coulombs_law module electronics.electric_conductivity module electronics.electric_power module electronics.electrical_impedance module electronics.ic_555_timer module electronics.ind_reactance module electronics.ohms_law module electronics.real_and_reactive_power module electronics.resistor_color_code module electronics.resistor_equivalence module electronics.resonant_frequency module electronics.wheatstone_bridge module element_priority_queue() (in module data_structures.queue.priority_queue_using_list) ElementPriorityQueue (class in data_structures.queue.priority_queue_using_list) elements (graphs.minimum_spanning_tree_prims2.MinPriorityQueue attribute) (graphs.multi_heuristic_astar.PriorityQueue attribute) elf_hash() (in module hashes.elf) eliminate() (in module data_structures.arrays.sudoku_solver) Ellipse (class in geometry.geometry) email (web_programming.instagram_crawler.InstagramUser property) email_tests (in module strings.is_valid_email_address) emails (in module web_programming.emails_from_url) emails_from_url() (in module web_programming.emails_from_url) emitter_converter() (in module hashes.hamming_code) empty (sorts.external_sort.FilesArray attribute) empty() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (graphs.multi_heuristic_astar.PriorityQueue method) EMPTY_CELL (in module matrix.validate_sudoku_board) enabled (machine_learning.automatic_differentiation.GradientTracker attribute) encipher() (in module ciphers.simple_keyword_cypher) encode() (ciphers.bifid.BifidCipher method) (ciphers.polybius.PolybiusCipher method) (in module ciphers.a1z26) (in module ciphers.baconian_cipher) (in module ciphers.playfair_cipher) encode_dict (in module ciphers.baconian_cipher) encode_to_morse() (in module ciphers.fractionated_morse_cipher) encrypt() (ciphers.hill_cipher.HillCipher method) (ciphers.onepad_cipher.Onepad static method) (ciphers.shuffled_shift_cipher.ShuffledShiftCipher method) (ciphers.xor_cipher.XORCipher method) (in module ciphers.autokey) (in module ciphers.caesar_cipher) (in module ciphers.morse_code) (in module ciphers.permutation_cipher) (in module ciphers.porta_cipher) (in module ciphers.rail_fence_cipher) encrypt_and_write_to_file() (in module ciphers.rsa_cipher) encrypt_file() (ciphers.xor_cipher.XORCipher method) encrypt_fractionated_morse() (in module ciphers.fractionated_morse_cipher) encrypt_key (ciphers.hill_cipher.HillCipher attribute) encrypt_message() (in module ciphers.affine_cipher) (in module ciphers.mono_alphabetic_ciphers) (in module ciphers.rsa_cipher) (in module ciphers.simple_substitution_cipher) (in module ciphers.transposition_cipher) (in module ciphers.trifid_cipher) (in module ciphers.vigenere_cipher)

encrypt_string() (ciphers.xor_cipher.XORCipher method) end (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) (data_structures.suffix_tree.suffix_tree_node.SuffixTreeNode attribute) END (in module strings.autocomplete_using_trie) ENERGY_CONVERSION (in module conversions.energy_conversions) energy_conversion() (in module conversions.energy_conversions) energy_from_mass() (in module physics.mass_energy_equivalence) energy_value (cellular_automata.wa_tor.Entity attribute) engine() (in module hashes.enigma_machine) english_freq_match_score() (in module strings.frequency_finder) english_letter_freq (in module strings.frequency_finder) ENGLISH_WORDS (in module strings.detecting_english_programmatically) enigma() (in module ciphers.enigma_machine2) enqueue() (data_structures.queue.circular_queue.CircularQueue method) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) (data_structures.queue.priority_queue_using_list.ElementPriorityQueue method) (data_structures.queue.priority_queue_using_list.FixedPriorityQueue method) Entity (class in cellular_automata.wa_tor) entrances (in module graphs.edmonds_karp_multiple_source_and_sink) entries (data_structures.queue.queue_by_list.QueueByList attribute) entry_msg (in module compression.burrows_wheeler) epochs_completed (neural_network.input_data._DataSet property) eq (in module maths.simultaneous_linear_equation_solver) equality() (in module project_euler.problem_047.sol1) equated_monthly_installments() (in module financial.equated_monthly_installments) equation (in module data_structures.stacks.dijkstras_two_stack_algorithm) equation() (in module maths.numerical_analysis.bisection_2) EQUATORIAL_RADIUS (in module geodesy.lamberts_ellipsoidal_distance) equilibrium_index() (in module data_structures.arrays.equilibrium_index_in_array) erase() (in module data_structures.binary_tree.treap) erosion() (in module digital_image_processing.morphological_operations.erosion_operation) error_table (digital_image_processing.dithering.burkes.Burkes attribute) estimate_pi() (in module maths.pi_monte_carlo_estimation) estimated_error_rate (data_structures.hashing.bloom_filter.Bloom property) ETAOIN (in module strings.frequency_finder) euclidean() (in module computer_vision.haralick_descriptors) (in module machine_learning.similarity_search) euclidean_distance() (in module maths.euclidean_distance) euclidean_distance_no_np() (in module maths.euclidean_distance) euclidean_distance_sqr() (in module divide_and_conquer.closest_pair_of_points) euclidean_length() (linear_algebra.src.lib.Vector method) euler_modified() (in module maths.euler_modified) euler_phi() (in module maths.basic_maths) eval_exponential() (in module fractals.julia_sets) eval_quadratic_polynomial() (in module fractals.julia_sets) evaluate() (in module data_structures.stacks.postfix_evaluation) (in module data_structures.stacks.prefix_evaluation) (in module genetic_algorithm.basic_string) (maths.polynomials.single_indeterminate_operations.Polynomial method) (other.davis_putnam_logemann_loveland.Clause method) evaluate_poly() (in module maths.polynomial_evaluation) EVEN_DIGITS (in module project_euler.problem_145.sol1) even_tree() (in module graphs.even_tree) evi() (digital_image_processing.index_calculation.IndexCalculation method) exa (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) exact_prime_factor_count() (in module maths.hardy_ramanujanalgo) example() (in module machine_learning.mfcc) (in module neural_network.back_propagation_neural_network) (in module neural_network.two_hidden_layers_neural_network) example_1() (in module physics.n_body_simulation) example_2() (in module physics.n_body_simulation) example_3() (in module physics.n_body_simulation) example_matrix (in module linear_algebra.src.gaussian_elimination_pivoting) examples (in module data_structures.stacks.balanced_parentheses) excel_title_to_column() (in module conversions.excel_title_to_column) excess (data_structures.binary_tree.distribute_coins.CoinsDistribResult attribute) excess_3_code() (in module bit_manipulation.excess_3_code) excesses (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor attribute) exchange_sort() (in module sorts.exchange_sort) execute() (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor method) executed (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) exists() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (data_structures.hashing.bloom_filter.Bloom method) exits_word() (in module backtracking.word_search) expand_block() (hashes.sha1.SHA1Hash method) expand_state() (in module graphs.multi_heuristic_astar) expect (in module data_structures.stacks.next_greater_element) expectation() (in module maths.joint_probability_distribution) expected (in module neural_network.simple_neural_network) expected_results (maths.least_common_multiple.TestLeastCommonMultiple attribute) explicit_euler() (in module maths.euler_method) exponential_linear_unit() (in module neural_network.activation_functions.exponential_linear_unit) exponential_moving_average() (in module financial.exponential_moving_average) exponential_search() (in module searches.binary_search) (in module searches.exponential_search) expression (in module data_structures.stacks.infix_to_postfix_conversion) (in module data_structures.stacks.postfix_evaluation) extend() (data_structures.linked_list.print_reverse.LinkedList method) (data_structures.queue.double_ended_queue.Deque method) extended_euclid() (in module maths.chinese_remainder_theorem) (in module maths.modular_division) extended_euclidean_algorithm() (in module maths.extended_euclidean_algorithm) extended_gcd() (in module blockchain.diophantine_equation) (in module maths.modular_division) extendleft() (data_structures.queue.double_ended_queue.Deque method) ExternalSort (class in sorts.external_sort) extract_max() (data_structures.heap.heap.Heap method) extract_min() (graphs.dijkstra_algorithm.PriorityQueue method) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) extract_top() (data_structures.heap.heap_generic.Heap method) extract_user_profile() (in module web_programming.instagram_crawler)

F

f (machine_learning.astar.Cell attribute) f() (in module maths.area_under_curve) (in module maths.dual_number_automatic_differentiation) (in module maths.line_length) (in module maths.numerical_analysis.bisection) (in module maths.numerical_analysis.integration_by_simpson_approx) (in module maths.numerical_analysis.intersection) (in module maths.numerical_analysis.numerical_integration) (in module maths.numerical_analysis.secant_method) (in module maths.numerical_analysis.simpson_rule) (in module maths.trapezoidal_rule) f_cost (graphs.bidirectional_a_star.Node attribute) (graphs.greedy_best_first.Node attribute) factorial() (in module data_structures.binary_tree.number_of_possible_binary_trees) (in module dynamic_programming.factorial) (in module maths.factorial) (in module maths.primelib) (in module maths.special_numbers.krishnamurthy_number) (in module project_euler.problem_020.sol1) factorial_recursive() (in module maths.factorial) factors() (in module maths.special_numbers.weird_number) factors_of_a_number() (in module maths.factors) fahrenheit_to_celsius() (in module conversions.temperature_conversions) fahrenheit_to_kelvin() (in module conversions.temperature_conversions) fahrenheit_to_rankine() (in module conversions.temperature_conversions) FAILING (in module maths.special_numbers.armstrong_numbers) fast_inverse_sqrt() (in module maths.fast_inverse_sqrt) fast_primes() (in module maths.prime_numbers) feedforward() (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork method) femto (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) FenwickTree (class in data_structures.binary_tree.fenwick_tree) fetch_bbc_news() (in module web_programming.fetch_bbc_news) fetch_from_to() (in module web_programming.co2_emission) fetch_github_info() (in module web_programming.fetch_github_info) fetch_jobs() (in module web_programming.fetch_jobs) fetch_last_half_hour() (in module web_programming.co2_emission) fetch_pharmacy_and_price_list() (in module web_programming.fetch_well_rx_price) FFT (class in maths.radix2_fft) fib() (in module maths.primelib) fib_binet() (in module maths.fibonacci) fib_iterative() (in module maths.fibonacci) fib_iterative_yield() (in module maths.fibonacci) fib_matrix_np() (in module maths.fibonacci) fib_memoization() (in module maths.fibonacci) fib_recursive() (in module maths.fibonacci) fib_recursive_cached() (in module maths.fibonacci) Fibonacci (class in dynamic_programming.fibonacci) fibonacci() (in module dynamic_programming.fast_fibonacci) (in module project_euler.problem_025.sol1) (in module searches.fibonacci_search) fibonacci_digits_index() (in module project_euler.problem_025.sol1) fibonacci_generator() (in module project_euler.problem_025.sol2) fibonacci_search() (in module searches.fibonacci_search) fibonacci_with_matrix_exponentiation() (in module maths.matrix_exponentiation) fifty_pence() (in module project_euler.problem_031.sol1) fig_loss (neural_network.back_propagation_neural_network.BPNN attribute) file_path (in module digital_image_processing.histogram_equalization.histogram_stretch) file_transfer module file_transfer.receive_file module file_transfer.send_file module file_transfer.tests module file_transfer.tests.test_send_file module FileMerger (class in sorts.external_sort) filename (sorts.external_sort.FileSplitter attribute) files (sorts.external_sort.FilesArray attribute) FilesArray (class in sorts.external_sort) FileSplitter (class in sorts.external_sort) fill_graph_randomly() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) fill_row() (in module graphs.minimum_path_sum) filter_common_word() (in module project_euler.problem_059.sol1) FILTER_TINY_SCALE (in module computer_vision.mosaic_augmentation) filter_valid_chars() (in module project_euler.problem_059.sol1) FilterType (class in audio_filters.show_response) final_hash() (hashes.sha1.SHA1Hash method) (hashes.sha256.SHA256 method) final_mask (dynamic_programming.bitmask.AssignmentUsingBitmask attribute) financial module financial.equated_monthly_installments module financial.exponential_moving_average module financial.interest module financial.present_value module financial.price_plus_tax module financial.simple_moving_average module find() (data_structures.linked_list.skip_list.SkipList method) (data_structures.trie.radix_tree.RadixNode method) (data_structures.trie.trie.TrieNode method) (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind method) (other.number_container_system.NumberContainer method) find_circular_primes() (in module project_euler.problem_035.sol1) find_component() (graphs.boruvka.Graph method) find_components() (in module graphs.strongly_connected_components) find_empty_location() (in module backtracking.sudoku) find_freq_subgraph_given_support() (in module graphs.frequent_pattern_graph_miner) find_isolated_nodes() (in module graphs.basic_graphs) find_kth_smallest() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) find_max_area() (in module matrix.max_area_of_island) find_max_iterative() (in module maths.find_max) find_max_recursive() (in module maths.find_max) find_maximum_flow() (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork method) find_median() (in module maths.interquartile_range) find_median_sorted_arrays() (in module data_structures.arrays.median_two_array) find_min() (in module dynamic_programming.minimum_partition) find_min_iterative() (in module maths.find_min) find_min_recursive() (in module maths.find_min) find_minimum_change() (in module greedy_methods.minimum_coin_change) find_minimum_partitions() (in module dynamic_programming.palindrome_partitioning) find_missing_number() (in module bit_manipulation.missing_number)

find_mod_inverse() (in module ciphers.cryptomath_module) find_negative_index() (in module matrix.count_negative_numbers_in_sorted_matrix) find_neighborhood() (in module searches.tabu_search) find_next_state() (strings.aho_corasick.Automaton method) find_optimal_binary_search_tree() (in module dynamic_programming.optimal_binary_search_tree) find_pattern() (in module strings.z_function) find_pivot() (linear_programming.simplex.Tableau method) find_prefix_path() (in module machine_learning.frequent_pattern_growth) find_previous_power_of_two() (in module bit_manipulation.find_previous_power_of_two) find_primitive() (in module ciphers.diffie) find_pure_symbols() (in module other.davis_putnam_logemann_loveland) find_python_set() (in module data_structures.disjoint_set.disjoint_set) find_secret_passcode() (in module project_euler.problem_079.sol1) find_set() (graphs.minimum_spanning_tree_kruskal2.DisjointSetTree method) (in module data_structures.disjoint_set.disjoint_set) find_triplets_with_0_sum() (in module data_structures.arrays.find_triplets_with_0_sum) find_triplets_with_0_sum_hashing() (in module data_structures.arrays.find_triplets_with_0_sum) find_unit_clauses() (in module other.davis_putnam_logemann_loveland) find_winner() (in module maths.josephus_problem) find_word() (strings.autocomplete_using_trie.Trie method) finish_queue (scheduling.multi_level_feedback_queue.MLFQ attribute) first (in module maths.addition_without_arithmetic) first() (data_structures.linked_list.deque_doubly.LinkedDeque method) (data_structures.queue.circular_queue.CircularQueue method) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) first_come_first_served() (scheduling.multi_level_feedback_queue.MLFQ method) first_effusion_rate() (in module physics.grahams_law) first_hidden_layer_and_second_hidden_layer_weights (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) first_molar_mass() (in module physics.grahams_law) first_signal (electronics.circular_convolution.CircularConvolution attribute) first_word (in module strings.levenshtein_distance) fisher_yates_shuffle() (in module other.fischer_yates_shuffle) fit() (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier method) (machine_learning.polynomial_regression.PolynomialRegression method) (machine_learning.sequential_minimum_optimization.SmoSVM method) (machine_learning.support_vector_machines.SVC method) five_pence() (in module project_euler.problem_031.sol1) five_tree() (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode class method) fixed_priority_queue() (in module data_structures.queue.priority_queue_using_list) FixedPriorityQueue (class in data_structures.queue.priority_queue_using_list) fizz_buzz() (in module dynamic_programming.fizz_buzz) flag (data_structures.binary_tree.lazy_segment_tree.SegmentTree attribute) flatten() (in module data_structures.binary_tree.flatten_binarytree_to_linkedlist) fletcher16() (in module hashes.fletcher16) flip_bit() (in module bit_manipulation.single_bit_manipulation_operations) FLIP_TYPE (in module computer_vision.flip_augmentation) floor() (data_structures.binary_tree.red_black_tree.RedBlackTree method) (in module maths.floor) floor_ceiling() (in module data_structures.binary_tree.floor_and_ceiling) flow_network (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) FlowNetwork (class in graphs.edmonds_karp_multiple_source_and_sink) FlowNetworkAlgorithmExecutor (class in graphs.edmonds_karp_multiple_source_and_sink) floy() (in module graphs.basic_graphs) floyd() (in module other.magicdiamondpattern) floyd_warshall() (dynamic_programming.floyd_warshall.Graph method) (in module graphs.graphs_floyd_warshall) fmt (in module web_programming.covid_stats_via_xpath) fn (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree attribute) (data_structures.binary_tree.segment_tree_other.SegmentTree attribute) focal_length() (in module physics.mirror_formulae) focal_length_of_lens() (in module physics.lens_formulae) forces (in module physics.in_static_equilibrium) ford_fulkerson() (in module networking_flow.ford_fulkerson) format_bin() (data_structures.hashing.bloom_filter.Bloom method) format_hash() (data_structures.hashing.bloom_filter.Bloom method) format_ruleset() (in module cellular_automata.one_dimensional) Formula (class in other.davis_putnam_logemann_loveland) formula (in module other.davis_putnam_logemann_loveland) forward (data_structures.linked_list.skip_list.Node attribute) forward_propagation() (in module neural_network.simple_neural_network) (neural_network.back_propagation_neural_network.DenseLayer method) four_vector (in module physics.lorentz_transformation_four_vector) frac_knapsack() (in module greedy_methods.fractional_knapsack) fractals module fractals.julia_sets module fractals.koch_snowflake module fractals.mandelbrot module fractals.sierpinski_triangle module fractals.vicsek module fraction_list() (in module project_euler.problem_033.sol1) fractional_cover() (in module greedy_methods.fractional_cover_problem) fractional_knapsack() (in module greedy_methods.fractional_knapsack_2) freq (compression.huffman.Letter attribute) (compression.huffman.TreeNode attribute) (dynamic_programming.optimal_binary_search_tree.Node attribute) (other.lfu_cache.DoubleLinkedListNode attribute) freq_subgraphs_edge_list() (in module graphs.frequent_pattern_graph_miner) freq_to_mel() (in module machine_learning.mfcc) frequency_table (in module graphs.frequent_pattern_graph_miner) frequent_itemsets (in module machine_learning.apriori_algorithm) from_factor (conversions.length_conversion.FromTo attribute) (conversions.pressure_conversions.FromTo attribute) (conversions.volume_conversions.FromTo attribute) from_file() (in module data_structures.arrays.sudoku_solver) FromTo (class in conversions.length_conversion) (class in conversions.pressure_conversions) (class in conversions.volume_conversions) front (data_structures.queue.circular_queue.CircularQueue attribute) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList attribute) (data_structures.queue.linked_queue.LinkedQueue attribute) front() (data_structures.queue.queue_on_pseudo_stack.Queue method) fullname (web_programming.instagram_crawler.InstagramUser property) func (maths.numerical_analysis.adams_bashforth.AdamsBashforth attribute) func() (in module maths.numerical_analysis.newton_raphson) function (searches.hill_climbing.SearchProblem attribute) function() (in module other.sdes) fuzzy_logic module fuzzy_logic.fuzzy_operations module FuzzySet (class in fuzzy_logic.fuzzy_operations) fwd_astar (graphs.bidirectional_a_star.BidirectionalAStar attribute) fwd_bfs (graphs.bidirectional_breadth_first_search.BidirectionalBreadthFirstSearch attribute) fx() (in module maths.numerical_analysis.square_root) fx_derivative() (in module maths.numerical_analysis.square_root)

G

g (in module graphs.breadth_first_search) G (in module graphs.breadth_first_search_2) g (in module graphs.breadth_first_search_shortest_path) G (in module graphs.depth_first_search) g (in module graphs.depth_first_search_2) G (in module graphs.dijkstra) g (in module physics.archimedes_principle_of_buoyant_force) (in module physics.horizontal_projectile_motion) (machine_learning.astar.Cell attribute) G2 (in module graphs.dijkstra) G3 (in module graphs.dijkstra) g_cost (graphs.bidirectional_a_star.Node attribute) (graphs.greedy_best_first.Node attribute) gabor_filter_kernel() (in module digital_image_processing.filters.gabor_filter) gamma (machine_learning.sequential_minimum_optimization.Kernel attribute) (machine_learning.support_vector_machines.SVC attribute) gamma() (in module physics.lorentz_transformation_four_vector) gamma_iterative() (in module maths.gamma) gamma_recursive() (in module maths.gamma) gas_quantity (greedy_methods.gas_station.GasStation attribute) GasStation (class in greedy_methods.gas_station) gauss_easter() (in module other.gauss_easter) gaussian() (in module maths.gaussian) gaussian_distribution() (in module machine_learning.linear_discriminant_analysis) gaussian_elimination() (in module linear_algebra.gaussian_elimination) gaussian_error_linear_unit() (in module neural_network.activation_functions.gaussian_error_linear_unit) gaussian_filter() (in module digital_image_processing.filters.gaussian_filter) gbndvi() (digital_image_processing.index_calculation.IndexCalculation method) gcd_by_iterative() (in module maths.greatest_common_divisor) gdvi() (digital_image_processing.index_calculation.IndexCalculation method) gear_one (in module hashes.enigma_machine) gear_three (in module hashes.enigma_machine) gear_two (in module hashes.enigma_machine) gemi() (digital_image_processing.index_calculation.IndexCalculation method) gen_gaussian_kernel() (in module digital_image_processing.edge_detection.canny) (in module digital_image_processing.filters.gaussian_filter) generate_all_combinations() (in module backtracking.all_combinations) generate_all_permutations() (in module backtracking.all_permutations) generate_all_subsequences() (in module backtracking.all_subsequences) generate_board() (other.word_search.WordSearch method) generate_clause() (in module other.davis_putnam_logemann_loveland) generate_col_titles() (linear_programming.simplex.Tableau method) generate_final_scores() (in module other.scoring_algorithm) generate_first_solution() (in module searches.tabu_search) generate_formula() (in module other.davis_putnam_logemann_loveland) generate_gon_ring() (in module project_euler.problem_068.sol1) generate_image() (in module cellular_automata.one_dimensional) generate_images() (in module cellular_automata.conways_game_of_life) generate_key() (in module ciphers.beaufort_cipher) (in module ciphers.elgamal_key_generator) (in module ciphers.rsa_key_generator) generate_large_matrix() (in module matrix.count_negative_numbers_in_sorted_matrix) generate_large_prime() (in module ciphers.rabin_miller) generate_neighbours() (in module searches.tabu_search) generate_parameters() (in module other.davis_putnam_logemann_loveland) generate_parenthesis() (in module backtracking.generate_parentheses) generate_pascal_triangle() (in module matrix.pascal_triangle) generate_pascal_triangle_optimized() (in module matrix.pascal_triangle) generate_permutation_key() (in module ciphers.permutation_cipher) generate_public_key() (ciphers.diffie_hellman.DiffieHellman method) generate_random_hand() (in module project_euler.problem_054.test_poker_hand) generate_random_hands() (in module project_euler.problem_054.test_poker_hand) generate_roman_numerals() (in module project_euler.problem_089.sol1) generate_shared_key() (ciphers.diffie_hellman.DiffieHellman method) generate_shared_key_static() (ciphers.diffie_hellman.DiffieHellman static method) generate_sum_of_subsets_soln() (in module backtracking.sum_of_subsets) generate_table() (in module ciphers.playfair_cipher) (in module ciphers.porta_cipher) generate_valid_block_size() (in module ciphers.permutation_cipher) generator (ciphers.diffie_hellman.DiffieHellman attribute) genetic_algorithm module genetic_algorithm.basic_string module geodesy module geodesy.haversine_distance module geodesy.lamberts_ellipsoidal_distance module geometric_mean() (in module maths.series.geometric) geometric_series() (in module maths.series.geometric_series) geometry module geometry.geometry module get() (data_structures.binary_tree.fenwick_tree.FenwickTree method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.queue.queue_by_list.QueueByList method) (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks method) (data_structures.queue.queue_on_pseudo_stack.Queue method) (dynamic_programming.fibonacci.Fibonacci method) (graphs.multi_heuristic_astar.PriorityQueue method) (other.lfu_cache.LFUCache method) (other.lru_cache.LRUCache method) get_1s_count() (in module bit_manipulation.count_1s_brian_kernighan_method) get_3d_vectors_cross() (in module maths.points_are_collinear_3d) get_altitude_at_pressure() (in module physics.altitude_pressure) get_amazon_product_data() (in module web_programming.get_amazon_product_data) get_anime_episode() (in module web_programming.fetch_anime_and_play) get_apod_data() (in module web_programming.nasa_data) get_archive_data() (in module web_programming.nasa_data) get_array() (data_structures.binary_tree.fenwick_tree.FenwickTree method) get_avg() (in module other.guess_the_number_search) get_band_type_count() (in module electronics.resistor_color_code) get_barcode() (in module strings.barcode_validator) get_bit() (in module bit_manipulation.single_bit_manipulation_operations) get_bitcode() (in module graphs.frequent_pattern_graph_miner) get_black_and_white_rgb() (in module fractals.mandelbrot) get_block_filenames() (sorts.external_sort.FileSplitter method) get_block_words() (in module hashes.md5) get_blocks_from_text() (in module ciphers.rsa_cipher) get_bounds() (in module audio_filters.show_response) get_check_digit() (in module strings.barcode_validator) get_child_left_position() (in module graphs.minimum_spanning_tree_prims2) get_child_right_position() (in module graphs.minimum_spanning_tree_prims2) get_citation() (in module web_programming.crawl_google_scholar_citation) get_cluster() (in module graphs.frequent_pattern_graph_miner) get_cofactor() (matrix.matrix_class.Matrix method) get_color_coded_rgb() (in module fractals.mandelbrot) get_cost_derivative() (in module machine_learning.gradient_descent) get_data() (data_structures.binary_tree.avl_tree.MyNode method) (data_structures.linked_list.doubly_linked_list_two.Node method) (in module other.scoring_algorithm) get_dataset() (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) get_descriptors() (in module computer_vision.haralick_descriptors) get_dict() (sorts.external_sort.FilesArray method) get_digits() (in module project_euler.problem_062.sol1) get_distance() (in module cellular_automata.nagel_schrekenberg) (in module fractals.mandelbrot) get_distances() (in module computer_vision.haralick_descriptors) get_distinct_edge() (in module graphs.frequent_pattern_graph_miner) get_divisors() (in module maths.primelib) get_domain_name() (in module web_programming.emails_from_url) get_edges() (graphs.minimum_spanning_tree_boruvka.Graph method) (in module graphs.matching_min_vertex_cover) get_english_count() (in module strings.detecting_english_programmatically) get_entities() (cellular_automata.wa_tor.WaTor method) get_factors() (in module maths.gcd_of_n_numbers) get_failure_array() (in module strings.knuth_morris_pratt) get_file_handles() (sorts.external_sort.FileMerger method) get_filter_points() (in module machine_learning.mfcc) get_filters() (in module machine_learning.mfcc) get_forbes_real_time_billionaires() (in module web_programming.get_top_billionaires) get_frequency_order() (in module strings.frequency_finder) get_frequency_table() (in module graphs.frequent_pattern_graph_miner) get_front() (data_structures.queue.queue_by_list.QueueByList method) get_gas_stations() (in module greedy_methods.gas_station) get_gauss_kernel() (in module digital_image_processing.filters.bilateral_filter) get_gifs() (in module web_programming.giphy) get_greatest_common_divisor() (in module maths.gcd_of_n_numbers) get_greyscale() (digital_image_processing.dithering.burkes.Burkes class method) get_hackernews_story() (in module web_programming.get_top_hn_posts) get_head_data() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) get_height() (data_structures.binary_tree.avl_tree.AVLtree method) (data_structures.binary_tree.avl_tree.MyNode method) (in module data_structures.binary_tree.avl_tree) get_highest_set_bit_position() (in module bit_manipulation.highest_set_bit) get_image() (in module fractals.mandelbrot) get_imdb_top_250_movies() (in module web_programming.get_imdb_top_250_movies_csv) get_index_of_rightmost_set_bit() (in module bit_manipulation.index_of_rightmost_set_bit) get_initial_centroids() (in module machine_learning.k_means_clust) get_initial_point() (in module maths.numerical_analysis.square_root) get_ip_geolocation() (in module web_programming.get_ip_geolocation) get_item_at_index_zero() (in module strings.frequency_finder) get_json() (web_programming.instagram_crawler.InstagramUser method) get_left() (data_structures.binary_tree.avl_tree.MyNode method) get_left_child_idx() (data_structures.heap.min_heap.MinHeap method) get_left_most() (in module data_structures.binary_tree.avl_tree) get_letter_count() (in module strings.frequency_finder) get_list (data_structures.heap.max_heap.BinaryHeap property) get_max() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) get_max_label() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) get_maximum_flow() (graphs.edmonds_karp_multiple_source_and_sink.MaximumFlowAlgorithmExecutor method) get_mid() (in module fractals.sierpinski_triangle) get_min() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) get_min_label() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) get_minor() (matrix.matrix_class.Matrix method) get_multiplier() (in module electronics.resistor_color_code) get_name() (other.greedy.Things method) get_negative() (conversions.prefix_conversions_string.SIUnit class method) get_neighbors() (searches.hill_climbing.SearchProblem method) get_neighbors_pixel() (in module digital_image_processing.filters.local_binary_pattern) get_neighbours() (machine_learning.astar.Gridworld method) get_next() (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree static method) (data_structures.linked_list.doubly_linked_list_two.Node method) get_node() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) get_nodes() (graphs.markov_chain.MarkovChainGraphUndirectedUnweighted method) (in module graphs.frequent_pattern_graph_miner) get_nodes_from_left_to_right() (in module data_structures.binary_tree.binary_tree_traversals) get_nodes_from_right_to_left() (in module data_structures.binary_tree.binary_tree_traversals) get_number_blocks() (sorts.external_sort.ExternalSort method) get_openlibrary_data() (in module web_programming.search_books_by_isbn) get_opponent() (in module ciphers.porta_cipher) get_parent() (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet method) get_parent_idx() (data_structures.heap.min_heap.MinHeap method) get_parent_position() (in module graphs.minimum_spanning_tree_prims2) get_pascal_triangle_unique_coefficients() (in module project_euler.problem_203.sol1) get_point_key() (in module backtracking.word_search) get_position() (graphs.minimum_spanning_tree_prims.Heap method) (in module ciphers.porta_cipher) get_positive() (conversions.prefix_conversions_string.SIUnit class method) get_prev() (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree static method) get_previous() (data_structures.linked_list.doubly_linked_list_two.Node method) get_prime() (in module maths.primelib) get_prime_numbers() (in module maths.primelib) get_primes_between() (in module maths.primelib) get_private_key() (ciphers.diffie_hellman.DiffieHellman method) get_random_key() (in module ciphers.affine_cipher) (in module ciphers.simple_substitution_cipher) get_reverse_bit_string() (in module bit_manipulation.reverse_bits) get_right() (data_structures.binary_tree.avl_tree.MyNode method) get_right_child_idx() (data_structures.heap.min_heap.MinHeap method) get_right_most() (in module data_structures.binary_tree.avl_tree) get_rotation() (in module digital_image_processing.rotation.rotation) get_set_bits_count_using_brian_kernighans_algorithm() (in module bit_manipulation.count_number_of_one_bits) get_set_bits_count_using_modulo_operator() (in module bit_manipulation.count_number_of_one_bits) get_shortest_path() (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList method) get_side() (geometry.geometry.Polygon method) get_significant_digits() (in module electronics.resistor_color_code) get_slice() (in module digital_image_processing.filters.bilateral_filter) get_squarefrees() (in module project_euler.problem_203.sol1) get_sub_domain_name() (in module web_programming.emails_from_url) get_subreddit_data() (in module web_programming.reddit) get_successors() (graphs.bidirectional_a_star.AStar method) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch method) (graphs.greedy_best_first.GreedyBestFirst method) get_sum() (data_structures.arrays.prefix_sum.PrefixSum method) get_support() (in module graphs.frequent_pattern_graph_miner) get_surrounding_prey() (cellular_automata.wa_tor.WaTor method) get_tail_data() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) get_temperature_coeffecient() (in module electronics.resistor_color_code) get_text_from_blocks() (in module ciphers.rsa_cipher) get_tolerance() (in module electronics.resistor_color_code) get_top() (data_structures.heap.heap_generic.Heap method) get_totients() (in module project_euler.problem_070.sol1) get_transitions() (in module graphs.markov_chain) get_valid_pos() (in module backtracking.knight_tour) get_value() (data_structures.heap.min_heap.MinHeap method) (other.greedy.Things method) get_vertices() (graphs.minimum_spanning_tree_boruvka.Graph method) get_week_day() (in module other.doomsday)

get_weight() (other.greedy.Things method) get_winner() (machine_learning.self_organizing_map.SelfOrganizingMap method) get_word_pattern() (in module strings.word_patterns) get_x() (digital_image_processing.resize.resize.NearestNeighbour method) get_y() (digital_image_processing.resize.resize.NearestNeighbour method) giga (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) giphy_api_key (in module web_programming.giphy) gli() (digital_image_processing.index_calculation.IndexCalculation method) GLIDER (in module cellular_automata.conways_game_of_life) gndvi() (digital_image_processing.index_calculation.IndexCalculation method) gnome_sort() (in module sorts.gnome_sort) go_next() (in module strings.z_function) goal (in module graphs.multi_heuristic_astar) goal_x (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.greedy_best_first.Node attribute) goal_y (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.greedy_best_first.Node attribute) goldbach() (in module maths.primelib) gosavi() (digital_image_processing.index_calculation.IndexCalculation method) gradient() (machine_learning.automatic_differentiation.GradientTracker method) (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier method) GradientBoostingClassifier (class in machine_learning.gradient_boosting_classifier) GradientTracker (class in machine_learning.automatic_differentiation) graham_scan() (in module other.graham_scan) grandparent (data_structures.binary_tree.red_black_tree.RedBlackTree property) Graph (class in dynamic_programming.floyd_warshall) (class in graphs.boruvka) (class in graphs.breadth_first_search) (class in graphs.breadth_first_search_shortest_path) (class in graphs.depth_first_search_2) (class in graphs.dijkstra_algorithm) (class in graphs.dijkstra_alternate) (class in graphs.directed_and_undirected_weighted_graph) (class in graphs.minimum_spanning_tree_boruvka) (class in project_euler.problem_107.sol1) graph (graphs.breadth_first_search_shortest_path.Graph attribute) (graphs.dijkstra_alternate.Graph attribute) (graphs.directed_and_undirected_weighted_graph.DirectedGraph attribute) (graphs.directed_and_undirected_weighted_graph.Graph attribute) (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork attribute) (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) (in module dynamic_programming.floyd_warshall) (in module graphs.articulation_points) (in module graphs.breadth_first_search_shortest_path) (in module graphs.dijkstra_algorithm) (in module graphs.dijkstra_alternate) (in module graphs.dinic) (in module graphs.g_topological_sort) (in module graphs.greedy_min_vertex_cover) (in module graphs.kahns_algorithm_long) (in module graphs.page_rank) (in module graphs.scc_kosaraju) (in module networking_flow.ford_fulkerson) (matrix.count_islands_in_matrix.Matrix attribute) Graph.UnionFind (class in graphs.minimum_spanning_tree_boruvka) graph_bwd (in module graphs.bi_directional_dijkstra) graph_choice (in module graphs.basic_graphs) graph_fwd (in module graphs.bi_directional_dijkstra) GraphAdjacencyList (class in graphs.graph_adjacency_list) (class in graphs.graph_list) GraphAdjacencyMatrix (class in graphs.graph_adjacency_matrix) graphics module graphics.bezier_curve module graphics.vector3_for_2d_rendering module graphs module graphs.a_star module graphs.ant_colony_optimization_algorithms module graphs.articulation_points module graphs.basic_graphs module graphs.bellman_ford module graphs.bi_directional_dijkstra module graphs.bidirectional_a_star module graphs.bidirectional_breadth_first_search module graphs.boruvka module graphs.breadth_first_search module graphs.breadth_first_search_2 module graphs.breadth_first_search_shortest_path module graphs.breadth_first_search_shortest_path_2 module graphs.breadth_first_search_zero_one_shortest_path module graphs.check_bipatrite module graphs.check_cycle module graphs.connected_components module graphs.deep_clone_graph module graphs.depth_first_search module graphs.depth_first_search_2 module graphs.dijkstra module graphs.dijkstra_2 module graphs.dijkstra_algorithm module graphs.dijkstra_alternate module graphs.dijkstra_binary_grid module graphs.dinic module graphs.directed_and_undirected_weighted_graph module graphs.edmonds_karp_multiple_source_and_sink module graphs.eulerian_path_and_circuit_for_undirected_graph module graphs.even_tree module graphs.finding_bridges module graphs.frequent_pattern_graph_miner module graphs.g_topological_sort module graphs.gale_shapley_bigraph module graphs.graph_adjacency_list module graphs.graph_adjacency_matrix module graphs.graph_list module graphs.graphs_floyd_warshall module graphs.greedy_best_first module graphs.greedy_min_vertex_cover module graphs.kahns_algorithm_long module graphs.kahns_algorithm_topo module graphs.karger module graphs.markov_chain module graphs.matching_min_vertex_cover module graphs.minimum_path_sum module graphs.minimum_spanning_tree_boruvka module graphs.minimum_spanning_tree_kruskal module graphs.minimum_spanning_tree_kruskal2 module graphs.minimum_spanning_tree_prims module graphs.minimum_spanning_tree_prims2 module graphs.multi_heuristic_astar module graphs.page_rank module graphs.prim module graphs.random_graph_generator module graphs.scc_kosaraju module graphs.strongly_connected_components module graphs.tarjans_scc module graphs.tests module graphs.tests.test_min_spanning_tree_kruskal module graphs.tests.test_min_spanning_tree_prim module GraphUndirectedWeighted (class in graphs.minimum_spanning_tree_kruskal2) (class in graphs.minimum_spanning_tree_prims2) gravitation_constant (physics.n_body_simulation.BodySystem attribute) GRAVITATIONAL_CONSTANT (in module physics.newtons_law_of_gravitation) gravitational_law() (in module physics.newtons_law_of_gravitation) gray (in module digital_image_processing.test_digital_image_processing) gray_code() (in module bit_manipulation.gray_code_sequence) gray_code_sequence_string() (in module bit_manipulation.gray_code_sequence) gray_to_binary() (in module digital_image_processing.morphological_operations.dilation_operation) (in module digital_image_processing.morphological_operations.erosion_operation) grayscale() (in module computer_vision.haralick_descriptors) greatest_common_divisor() (in module maths.greatest_common_divisor) (in module maths.modular_division) greatest_prime_factor() (in module maths.primelib) greedy() (in module other.greedy) greedy_methods module greedy_methods.best_time_to_buy_and_sell_stock module greedy_methods.fractional_cover_problem module greedy_methods.fractional_knapsack module greedy_methods.fractional_knapsack_2 module greedy_methods.gas_station module greedy_methods.minimum_coin_change module greedy_methods.minimum_waiting_time module greedy_methods.optimal_merge_pattern module greedy_methods.smallest_range module greedy_min_vertex_cover() (in module graphs.greedy_min_vertex_cover) GreedyBestFirst (class in graphs.greedy_best_first) grid (graphs.greedy_best_first.GreedyBestFirst attribute) (in module graphs.a_star) (in module graphs.bidirectional_a_star) (in module graphs.bidirectional_breadth_first_search) (in module matrix.count_negative_numbers_in_sorted_matrix) grid1 (in module data_structures.arrays.sudoku_solver) grid2 (in module data_structures.arrays.sudoku_solver) grid_values() (in module data_structures.arrays.sudoku_solver) Gridworld (class in machine_learning.astar) grndvi() (digital_image_processing.index_calculation.IndexCalculation method) gronsfeld() (in module ciphers.gronsfeld_cipher) gsavi() (digital_image_processing.index_calculation.IndexCalculation method) guess_the_number() (in module other.guess_the_number_search)

H

h (data_structures.heap.heap.Heap attribute) (hashes.sha1.SHA1Hash attribute) (machine_learning.astar.Cell attribute) h_cost (graphs.bidirectional_a_star.Node attribute) h_index() (in module other.h_index) hackernews_top_stories() (in module web_programming.get_top_hn_posts) hackernews_top_stories_as_markdown() (in module web_programming.get_top_hn_posts) hamilton_cycle() (in module backtracking.hamiltonian_cycle) hamming() (in module maths.special_numbers.hamming_numbers) hamming_distance() (in module strings.hamming_distance) hand (project_euler.problem_054.sol1.PokerHand property) hand_name() (project_euler.problem_054.sol1.PokerHand method) handle_starttag() (web_programming.emails_from_url.Parser method) haralick_descriptors() (in module computer_vision.haralick_descriptors) hard1 (in module data_structures.arrays.sudoku_solver) harmonic_mean() (in module maths.series.harmonic) harmonic_series() (in module maths.series.harmonic_series) HarrisCorner (class in computer_vision.harris_corner) harshad_numbers_in_base() (in module maths.special_numbers.harshad_numbers) has_cycle() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) has_loop (data_structures.linked_list.has_loop.Node property) has_next_and_prev() (data_structures.linked_list.deque_doubly._DoublyLinkedBase._Node method) has_same_digits() (in module project_euler.problem_070.sol1) hash_() (data_structures.hashing.bloom_filter.Bloom method) hash_function() (data_structures.hashing.hash_table.HashTable method) HASH_FUNCTIONS (in module data_structures.hashing.bloom_filter) hashes module hashes (hashes.sha256.SHA256 attribute) hashes.adler32 module hashes.chaos_machine module hashes.djb2 module hashes.elf module hashes.enigma_machine module hashes.fletcher16 module hashes.hamming_code module hashes.luhn module hashes.md5 module hashes.sdbm module hashes.sha1 module hashes.sha256 module HashMap (class in data_structures.hashing.hash_map) HashTable (class in data_structures.hashing.hash_table) HashTableWithLinkedList (class in data_structures.hashing.hash_table_with_linked_list) haversine_distance() (in module geodesy.haversine_distance) head (data_structures.binary_tree.avl_tree.MyQueue attribute) (data_structures.linked_list.circular_linked_list.CircularLinkedList attribute) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList attribute) (data_structures.linked_list.doubly_linked_list_two.LinkedList attribute) (data_structures.linked_list.floyds_cycle_detection.LinkedList attribute) (data_structures.linked_list.LinkedList attribute) (data_structures.linked_list.merge_two_lists.SortedLinkedList attribute) (data_structures.linked_list.middle_element_of_linked_list.LinkedList attribute) (data_structures.linked_list.print_reverse.LinkedList attribute) (data_structures.linked_list.reverse_k_group.LinkedList attribute) (data_structures.linked_list.singly_linked_list.LinkedList attribute) (data_structures.linked_list.skip_list.SkipList attribute) (data_structures.linked_list.swap_nodes.LinkedList attribute) (data_structures.stacks.stack_with_doubly_linked_list.Stack attribute) (in module data_structures.linked_list.rotate_to_the_right) (other.lfu_cache.DoubleLinkedList attribute) (other.lru_cache.DoubleLinkedList attribute)

headers (in module web_programming.download_images_from_google_query) (in module web_programming.instagram_crawler) (in module web_programming.random_anime_character) Heap (class in data_structures.heap.heap) (class in data_structures.heap.heap_generic) (class in graphs.minimum_spanning_tree_prims) heap (data_structures.heap.min_heap.MinHeap attribute) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue attribute) (in module data_structures.heap.heap) heap_dict (data_structures.heap.min_heap.MinHeap attribute) heap_size (data_structures.heap.heap.Heap attribute) heap_sort() (data_structures.heap.heap.Heap method) (in module sorts.heap_sort) (in module sorts.intro_sort) heapify() (graphs.minimum_spanning_tree_prims.Heap method) (in module sorts.heap_sort) (in module sorts.intro_sort) heaps() (in module divide_and_conquer.heaps_algorithm) (in module divide_and_conquer.heaps_algorithm_iterative) hecto (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) height (cellular_automata.wa_tor.WaTor attribute) (data_structures.binary_tree.avl_tree.MyNode attribute) HEIGHT (in module cellular_automata.langtons_ant) (in module cellular_automata.wa_tor) (in module other.word_search) height (other.word_search.WordSearch attribute) height() (in module data_structures.binary_tree.binary_tree_traversals) (linear_algebra.src.lib.Matrix method) heights (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor attribute) helper_mean_squared_error_test() (machine_learning.decision_tree.TestDecisionTree static method) HEURISTIC (in module graphs.bidirectional_a_star) heuristic_1() (in module graphs.multi_heuristic_astar) heuristic_2() (in module graphs.multi_heuristic_astar) heuristics (in module graphs.multi_heuristic_astar) hex_table (in module conversions.hexadecimal_to_decimal) hex_to_bin() (in module conversions.hex_to_bin) hex_to_decimal() (in module conversions.hexadecimal_to_decimal) hexagonal() (in module maths.special_numbers.hexagonal_number) hexagonal_num() (in module project_euler.problem_045.sol1) hexagonal_numbers() (in module maths.series.hexagonal_numbers) hill_climbing() (in module searches.hill_climbing) HillCipher (class in ciphers.hill_cipher) hinge_loss() (in module machine_learning.loss_functions) hits (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) horizontal_distance() (in module physics.horizontal_projectile_motion) horn_schunck() (in module computer_vision.horn_schunck) horner() (in module maths.polynomial_evaluation) horoscope() (in module web_programming.daily_horoscope) hsv_to_rgb() (in module conversions.rgb_hsv_conversion) hubble_parameter() (in module physics.hubble_parameter) huber_loss() (in module machine_learning.loss_functions) hue() (digital_image_processing.index_calculation.IndexCalculation method) huffman() (in module compression.huffman) hypercube_points() (in module data_structures.kd_tree.example.hypercube_points)

I

i (in module project_euler.problem_035.sol1) i() (digital_image_processing.index_calculation.IndexCalculation method) id (graphs.prim.Vertex attribute) identity() (in module matrix.matrix_operation) (in module matrix.nth_fibonacci_using_matrix_exponentiation) (matrix.matrix_class.Matrix method) idx_of_element (data_structures.heap.min_heap.MinHeap attribute) idx_original_string (compression.burrows_wheeler.BWTTransformDict attribute) ignore_overflow_warnings() (in module fractals.julia_sets) IIRFilter (class in audio_filters.iir_filter) im (in module digital_image_processing.resize.resize) im2col() (in module digital_image_processing.filters.convolve) image (in module computer_vision.mean_threshold) (in module computer_vision.pooling_functions) (in module digital_image_processing.filters.local_binary_pattern) (in module digital_image_processing.rotation.rotation) image_count (in module web_programming.download_images_from_google_query) IMAGE_DIR (in module computer_vision.flip_augmentation) image_distance() (in module physics.lens_formulae) (in module physics.mirror_formulae) images (in module cellular_automata.conways_game_of_life) (in module digital_image_processing.sepia) (neural_network.input_data._DataSet property) img (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) (digital_image_processing.resize.resize.NearestNeighbour attribute) (in module digital_image_processing.convert_to_negative) (in module digital_image_processing.filters.bilateral_filter) (in module digital_image_processing.filters.convolve) (in module digital_image_processing.filters.gabor_filter) (in module digital_image_processing.filters.gaussian_filter) (in module digital_image_processing.filters.laplacian_filter) (in module digital_image_processing.filters.median_filter) (in module digital_image_processing.filters.sobel_filter) (in module digital_image_processing.test_digital_image_processing) (in module fractals.mandelbrot) img_convolve() (in module digital_image_processing.filters.convolve) IMG_DIR (in module computer_vision.mosaic_augmentation) imply_gate() (in module boolean_algebra.imply_gate) in_degree() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) in_order() (in module searches.binary_tree_traversal) in_order_iter() (in module searches.binary_tree_traversal) in_reverse() (in module data_structures.linked_list.print_reverse) in_static_equilibrium() (in module physics.in_static_equilibrium) inbound (graphs.page_rank.Node attribute) inc() (machine_learning.frequent_pattern_growth.TreeNode method) increment (other.linear_congruential_generator.LinearCongruentialGenerator attribute) ind_reactance() (in module electronics.ind_reactance) index (in module computer_vision.haralick_descriptors) Index2DArrayIterator (class in data_structures.arrays.index_2d_array_in_1d) index_2d_array_in_1d() (in module data_structures.arrays.index_2d_array_in_1d) IndexCalculation (class in digital_image_processing.index_calculation) indexmap (other.number_container_system.NumberContainer attribute) INDIAN (conversions.convert_number_to_words.NumberingSystem attribute) indian_phone_validator() (in module strings.indian_phone_validator) indicator (compression.lz77.Token attribute) INF (in module graphs.dinic) Infix (in module data_structures.stacks.infix_to_prefix_conversion) infix_2_postfix() (in module data_structures.stacks.infix_to_prefix_conversion) infix_2_prefix() (in module data_structures.stacks.infix_to_prefix_conversion) infix_to_postfix() (in module data_structures.stacks.infix_to_postfix_conversion) init (in module graphs.bidirectional_a_star) (in module graphs.bidirectional_breadth_first_search) (in module graphs.greedy_best_first) init() (data_structures.binary_tree.fenwick_tree.FenwickTree method) init_vel (in module physics.horizontal_projectile_motion) initial_grid (in module backtracking.sudoku) INITIAL_VALUE (in module neural_network.simple_neural_network) INITIAL_VECTORS (in module fractals.koch_snowflake) initialize_unweighted_directed_graph() (in module graphs.basic_graphs) initialize_unweighted_undirected_graph() (in module graphs.basic_graphs) initialize_weighted_undirected_graph() (in module graphs.basic_graphs) initializer() (neural_network.back_propagation_neural_network.DenseLayer method) inorder() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (in module data_structures.binary_tree.binary_search_tree) (in module data_structures.binary_tree.binary_tree_traversals) (in module data_structures.binary_tree.inorder_tree_traversal_2022) (in module data_structures.binary_tree.treap) inorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) inorder_traverse() (data_structures.binary_tree.red_black_tree.RedBlackTree method) input_a (in module strings.check_anagrams) input_array (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) input_history (audio_filters.iir_filter.IIRFilter attribute) input_img (digital_image_processing.dithering.burkes.Burkes attribute) input_layer_and_first_hidden_layer_weights (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) input_list (in module sorts.odd_even_sort) input_str (in module strings.is_isogram) input_string (in module strings.wildcard_pattern_matching) insert() (data_structures.binary_tree.avl_tree.AVLtree method) (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.heap.binomial_heap.BinomialHeap method) (data_structures.heap.heap.Heap method) (data_structures.heap.max_heap.BinaryHeap method) (data_structures.heap.min_heap.MinHeap method) (data_structures.heap.randomized_heap.RandomizedHeap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.linked_list.doubly_linked_list_two.LinkedList method) (data_structures.linked_list.skip_list.SkipList method) (data_structures.trie.radix_tree.RadixNode method) (data_structures.trie.trie.TrieNode method) (graphs.dijkstra_algorithm.PriorityQueue method) (in module data_structures.binary_tree.inorder_tree_traversal_2022) (in module data_structures.binary_tree.treap) (sorts.tree_sort.Node method) insert_after_node() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) insert_at_head() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) insert_at_nth() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) insert_at_position() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) insert_at_tail() (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) insert_before_node() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) insert_data() (data_structures.hashing.hash_table.HashTable method) insert_east() (other.word_search.WordSearch method) insert_head() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) insert_item() (data_structures.heap.heap_generic.Heap method) insert_many() (data_structures.trie.radix_tree.RadixNode method) (data_structures.trie.trie.TrieNode method) insert_next() (in module sorts.recursive_insertion_sort) insert_node() (in module data_structures.binary_tree.avl_tree) (in module data_structures.linked_list.rotate_to_the_right) insert_north() (other.word_search.WordSearch method) insert_northeast() (other.word_search.WordSearch method) insert_northwest() (other.word_search.WordSearch method) insert_nth() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) insert_south() (other.word_search.WordSearch method) insert_southeast() (other.word_search.WordSearch method) insert_southwest() (other.word_search.WordSearch method) insert_tail() (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) insert_west() (other.word_search.WordSearch method) insert_word() (strings.autocomplete_using_trie.Trie method) insertion_sort() (in module sorts.insertion_sort) (in module sorts.intro_sort) (in module sorts.tim_sort) insort_left() (in module searches.binary_search) insort_right() (in module searches.binary_search) instagram_user (in module web_programming.instagram_crawler) InstagramUser (class in web_programming.instagram_crawler) instance (machine_learning.automatic_differentiation.GradientTracker attribute) INT_MAX (in module data_structures.binary_tree.maximum_sum_bst) INT_MIN (in module data_structures.binary_tree.maximum_sum_bst) int_to_base() (in module maths.special_numbers.harshad_numbers) int_to_roman() (in module conversions.roman_numerals) integer_square_root() (in module maths.integer_square_root) integers (in module other.fischer_yates_shuffle) integral() (maths.polynomials.single_indeterminate_operations.Polynomial method) integrand() (in module maths.gamma) interact_treap() (in module data_structures.binary_tree.treap) interpolate() (in module project_euler.problem_101.sol1) interpolation_search() (in module searches.interpolation_search) interpolation_search_by_recursion() (in module searches.interpolation_search) interpret_tableau() (linear_programming.simplex.Tableau method) interquartile_range() (in module maths.interquartile_range) interquartile_range_checker() (in module machine_learning.forecasting.run) intersection() (fuzzy_logic.fuzzy_operations.FuzzySet method) (in module maths.numerical_analysis.intersection)

INTERVAL (in module physics.n_body_simulation) intro_sort() (in module sorts.intro_sort) inverse() (in module matrix.matrix_operation) (matrix.matrix_class.Matrix method) inverse_document_frequency() (in module machine_learning.word_frequency_functions) inverse_of_matrix() (in module matrix.inverse_of_matrix) invert_modulo() (in module maths.chinese_remainder_theorem) (in module maths.modular_division) ip (in module maths.is_ip_v4_address_valid) ip_address (in module web_programming.get_ip_geolocation) ipv4_to_decimal() (in module conversions.ipv4_conversion) ipvi() (digital_image_processing.index_calculation.IndexCalculation method) iris (in module machine_learning.gradient_boosting_classifier) (in module machine_learning.k_nearest_neighbours) (in module machine_learning.logistic_regression) is_9_pandigital() (in module project_euler.problem_038.sol1) is_arithmetic_series() (in module maths.series.arithmetic) is_automorphic_number() (in module maths.special_numbers.automorphic_number) is_balanced() (in module other.nested_brackets) is_bipartite_bfs() (in module graphs.check_bipatrite) is_bipartite_dfs() (in module graphs.check_bipatrite) is_bit_set() (in module bit_manipulation.single_bit_manipulation_operations) is_carmichael_number() (in module maths.special_numbers.carmichael_number) is_combination_valid() (in module project_euler.problem_032.sol32) is_complete() (in module backtracking.knight_tour) is_contains_unique_chars() (in module strings.is_contains_unique_chars) is_digit_cancelling() (in module project_euler.problem_033.sol1) is_empty() (data_structures.binary_tree.avl_tree.MyQueue method) (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (data_structures.heap.binomial_heap.BinomialHeap method) (data_structures.heap.min_heap.MinHeap method) (data_structures.linked_list.circular_linked_list.CircularLinkedList method) (data_structures.linked_list.deque_doubly._DoublyLinkedBase method) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList method) (data_structures.linked_list.doubly_linked_list_two.LinkedList method) (data_structures.linked_list.LinkedList method) (data_structures.linked_list.singly_linked_list.LinkedList method) (data_structures.queue.circular_queue.CircularQueue method) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList method) (data_structures.queue.double_ended_queue.Deque method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.stacks.stack.Stack method) (data_structures.stacks.stack_with_doubly_linked_list.Stack method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) (graphs.dijkstra_algorithm.PriorityQueue method) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) is_end_of_string (data_structures.suffix_tree.suffix_tree_node.SuffixTreeNode attribute) is_english() (in module strings.detecting_english_programmatically) is_even() (in module bit_manipulation.is_even) (in module maths.primelib) is_for_table() (in module boolean_algebra.quine_mc_cluskey) is_full() (data_structures.binary_tree.basic_binary_tree.BinaryTree method) (data_structures.binary_tree.basic_binary_tree.Node method) (data_structures.stacks.stack.Stack method) is_geometric_series() (in module maths.series.geometric) is_germain_prime() (in module maths.germain_primes) is_happy_number() (in module maths.special_numbers.happy_number) is_harmonic_series() (in module maths.series.harmonic) is_harshad_number_in_base() (in module maths.special_numbers.harshad_numbers) is_hermitian() (in module linear_algebra.src.rayleigh_quotient) is_in_unit_circle() (maths.pi_monte_carlo_estimation.Point method) is_input_layer (neural_network.back_propagation_neural_network.DenseLayer attribute) is_int_palindrome() (in module maths.is_int_palindrome) is_invertable() (matrix.matrix_class.Matrix method) is_ip_v4_address_valid() (in module maths.is_ip_v4_address_valid) is_isogram() (in module strings.is_isogram) is_leaf (data_structures.trie.radix_tree.RadixNode attribute) (data_structures.trie.trie.TrieNode attribute) is_left() (data_structures.binary_tree.red_black_tree.RedBlackTree method) is_luhn() (in module hashes.luhn) is_magic_gon() (in module project_euler.problem_068.sol1) is_match() (in module dynamic_programming.wildcard_matching) is_mirror() (in module data_structures.binary_tree.symmetric_tree) is_monotonic() (in module data_structures.arrays.monotonic_array) is_odd() (in module maths.primelib) is_operand() (in module data_structures.stacks.prefix_evaluation) is_palindrome() (in module data_structures.linked_list.is_palindrome) (in module project_euler.problem_036.sol1) (in module project_euler.problem_055.sol1) (in module project_euler.problem_125.sol1) (in module strings.palindrome) is_palindrome_dict() (in module data_structures.linked_list.is_palindrome) is_palindrome_recursive() (in module strings.palindrome) is_palindrome_slice() (in module strings.palindrome) is_palindrome_stack() (in module data_structures.linked_list.is_palindrome) is_palindrome_traversal() (in module strings.palindrome) is_pangram() (in module strings.is_pangram) is_pangram_faster() (in module strings.is_pangram) is_pangram_fastest() (in module strings.is_pangram) is_pentagonal() (in module project_euler.problem_044.sol1) (in module project_euler.problem_045.sol1) is_perfect_number() (in module maths.primelib) is_polish_national_id() (in module strings.is_polish_national_id) is_power_of_two() (in module bit_manipulation.is_power_of_two) is_prime() (in module data_structures.hashing.number_theory.prime_numbers) (in module maths.prime_check) (in module maths.primelib) (in module project_euler.problem_003.sol1) (in module project_euler.problem_007.sol1) (in module project_euler.problem_007.sol2) (in module project_euler.problem_007.sol3) (in module project_euler.problem_010.sol1) (in module project_euler.problem_010.sol2) (in module project_euler.problem_027.sol1) (in module project_euler.problem_035.sol1) (in module project_euler.problem_037.sol1) (in module project_euler.problem_041.sol1) (in module project_euler.problem_046.sol1) (in module project_euler.problem_049.sol1) (in module project_euler.problem_058.sol1) (in module project_euler.problem_131.sol1) is_prime_low_num() (in module ciphers.rabin_miller) is_private (web_programming.instagram_crawler.InstagramUser property) is_pronic() (in module maths.special_numbers.pronic_number) is_right (data_structures.binary_tree.binary_search_tree.Node property) is_right() (data_structures.binary_tree.red_black_tree.RedBlackTree method) (in module project_euler.problem_091.sol1) is_safe() (in module backtracking.n_queens) (in module backtracking.sudoku) (in module matrix.max_area_of_island) (matrix.count_islands_in_matrix.Matrix method) is_safe_prime() (in module maths.germain_primes) is_sorted (data_structures.binary_tree.is_sorted.Node property) is_spain_national_id() (in module strings.is_spain_national_id) is_sq() (in module project_euler.problem_180.sol1) is_square (matrix.matrix_class.Matrix property) is_square() (in module matrix.matrix_multiplication_recursion) is_square_form() (in module project_euler.problem_206.sol1) is_square_free() (in module maths.is_square_free) is_sri_lankan_phone_number() (in module strings.is_srilankan_phone_number) is_strong_password() (in module other.password) is_substring_divisible() (in module project_euler.problem_043.sol1) is_sum_node (data_structures.binary_tree.is_sum_tree.Node property) is_sum_subset() (in module dynamic_programming.sum_of_subset) is_sum_tree (data_structures.binary_tree.is_sum_tree.BinaryTree property) is_symmetric_tree() (in module data_structures.binary_tree.symmetric_tree) is_valid (in module strings.is_valid_email_address) is_valid() (in module backtracking.crossword_puzzle_solver) (in module strings.barcode_validator) is_valid_email_address() (in module strings.is_valid_email_address) is_valid_public_key() (ciphers.diffie_hellman.DiffieHellman method) is_valid_public_key_static() (ciphers.diffie_hellman.DiffieHellman static method) is_valid_sudoku_board() (in module matrix.validate_sudoku_board) is_verified (web_programming.instagram_crawler.InstagramUser property) is_zero_vector() (in module maths.points_are_collinear_3d) isbn (in module web_programming.search_books_by_isbn) ite_ternary_search() (in module searches.ternary_search) Item (class in greedy_methods.fractional_cover_problem) item (data_structures.linked_list.Node attribute) items (in module dynamic_programming.largest_divisible_subset) iter_merge_sort() (in module sorts.iterative_merge_sort) iterate() (in module fractals.koch_snowflake) iterate_function() (in module fractals.julia_sets) iteration_step() (in module fractals.koch_snowflake) ivi() (digital_image_processing.index_calculation.IndexCalculation method)

J

jaccard_similarity() (in module maths.jaccard_similarity) jacobi_iteration_method() (in module linear_algebra.jacobi_iteration_method) jacobi_symbol() (in module maths.solovay_strassen_primality_test) jaro_winkler() (in module strings.jaro_winkler) job_sequencing_with_deadlines() (in module scheduling.job_sequencing_with_deadline)

join() (in module strings.join) joint_probability_distribution() (in module maths.joint_probability_distribution) josephus_iterative() (in module maths.josephus_problem) josephus_recursive() (in module maths.josephus_problem) juggler_sequence() (in module maths.juggler_sequence) jump_search() (in module searches.jump_search)

K

k (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) K (in module hashes.chaos_machine) karatsuba() (in module maths.karatsuba) KDNode (class in data_structures.kd_tree.kd_node) kelvin_to_celsius() (in module conversions.temperature_conversions) kelvin_to_fahrenheit() (in module conversions.temperature_conversions) kelvin_to_rankine() (in module conversions.temperature_conversions) Kernel (class in machine_learning.sequential_minimum_optimization) (machine_learning.sequential_minimum_optimization.SmoSVM attribute) key (data_structures.binary_tree.floor_and_ceiling.Node attribute) (data_structures.hashing.hash_map._Item attribute) (data_structures.heap.heap_generic.Heap attribute) (data_structures.linked_list.skip_list.Node attribute) (dynamic_programming.optimal_binary_search_tree.Node attribute) (graphs.prim.Vertex attribute) (in module ciphers.porta_cipher) KEY (in module data_structures.hashing.hash_map) key (in module other.sdes) (other.lfu_cache.DoubleLinkedListNode attribute) (other.lru_cache.DoubleLinkedListNode attribute) key() (in module graphs.multi_heuristic_astar) key_reference (other.least_recently_used.LRUCache attribute) key_string (ciphers.hill_cipher.HillCipher attribute) keys() (data_structures.hashing.hash_table.HashTable method) kg_v() (in module maths.primelib) kilo (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) KILOGRAM_CHART (in module conversions.weight_conversion) kinetic_energy() (in module physics.kinetic_energy)

kmeans() (in module machine_learning.k_means_clust) knapsack module knapsack() (in module dynamic_programming.knapsack) (in module knapsack.knapsack) (in module knapsack.recursive_approach_knapsack) knapsack.greedy_knapsack module knapsack.knapsack module knapsack.recursive_approach_knapsack module knapsack.tests module knapsack.tests.test_greedy_knapsack module knapsack.tests.test_knapsack module knapsack_with_example_solution() (in module dynamic_programming.knapsack) KNN (class in machine_learning.k_nearest_neighbours) knuth_morris_pratt() (in module strings.knuth_morris_pratt) kosaraju() (in module graphs.scc_kosaraju) krishnamurthy() (in module maths.special_numbers.krishnamurthy_number) krusk() (in module graphs.basic_graphs) kruskal() (graphs.minimum_spanning_tree_kruskal2.GraphUndirectedWeighted method) (in module graphs.minimum_spanning_tree_kruskal) ks (in module project_euler.problem_551.sol1) KT (in module data_structures.linked_list.skip_list) kth_largest_element() (in module data_structures.arrays.kth_largest_element) kth_number() (in module divide_and_conquer.kth_order_statistic) kth_permutation() (in module maths.kth_lexicographic_permutation) kullback_leibler_divergence() (in module machine_learning.loss_functions)

L

L (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) label (data_structures.binary_tree.binary_search_tree_recursive.Node attribute) (data_structures.binary_tree.red_black_tree.RedBlackTree attribute) LABEL_DIR (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) labels (machine_learning.k_nearest_neighbours.KNN attribute) (neural_network.input_data._DataSet property) lamberts_ellipsoidal_distance() (in module geodesy.lamberts_ellipsoidal_distance) LangtonsAnt (class in cellular_automata.langtons_ant) largest_divisible_subset() (in module dynamic_programming.largest_divisible_subset) largest_pow_of_two_le_num() (in module bit_manipulation.largest_pow_of_two_le_num) largest_product() (in module project_euler.problem_011.sol1) largest_square_area_in_matrix_bottom_up() (in module matrix.largest_square_area_in_matrix) largest_square_area_in_matrix_bottom_up_space_optimization() (in module matrix.largest_square_area_in_matrix) largest_square_area_in_matrix_top_down_approch() (in module matrix.largest_square_area_in_matrix) largest_square_area_in_matrix_top_down_approch_with_dp() (in module matrix.largest_square_area_in_matrix) last() (data_structures.linked_list.deque_doubly.LinkedDeque method) last_list (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) layers (neural_network.back_propagation_neural_network.BPNN attribute) lazy (data_structures.binary_tree.lazy_segment_tree.SegmentTree attribute) lcg (in module other.linear_congruential_generator) lcm() (in module project_euler.problem_005.sol2) leaky_rectified_linear_unit() (in module neural_network.activation_functions.leaky_rectified_linear_unit) learn_rate (neural_network.back_propagation_neural_network.DenseLayer attribute) LEARNING_RATE (in module machine_learning.gradient_descent) learning_rate (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier attribute) least_common_multiple_fast() (in module maths.least_common_multiple) least_common_multiple_slow() (in module maths.least_common_multiple) least_divisible_repunit() (in module project_euler.problem_129.sol1) left (compression.huffman.TreeNode attribute) (data_structures.binary_tree.avl_tree.MyNode attribute) (data_structures.binary_tree.basic_binary_tree.Node attribute) (data_structures.binary_tree.binary_search_tree.Node attribute) (data_structures.binary_tree.binary_search_tree_recursive.Node attribute) (data_structures.binary_tree.binary_tree_node_sum.Node attribute) (data_structures.binary_tree.binary_tree_path_sum.Node attribute) (data_structures.binary_tree.binary_tree_traversals.Node attribute) (data_structures.binary_tree.diameter_of_binary_tree.Node attribute) (data_structures.binary_tree.diff_views_of_binary_tree.TreeNode attribute) (data_structures.binary_tree.distribute_coins.TreeNode attribute) (data_structures.binary_tree.flatten_binarytree_to_linkedlist.TreeNode attribute) (data_structures.binary_tree.floor_and_ceiling.Node attribute) (data_structures.binary_tree.is_sorted.Node attribute) (data_structures.binary_tree.is_sum_tree.Node attribute) (data_structures.binary_tree.maximum_sum_bst.TreeNode attribute) (data_structures.binary_tree.merge_two_binary_trees.Node attribute) (data_structures.binary_tree.mirror_binary_tree.Node attribute) (data_structures.binary_tree.red_black_tree.RedBlackTree attribute) (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode attribute) (data_structures.binary_tree.symmetric_tree.Node attribute) (data_structures.binary_tree.treap.Node attribute) (data_structures.binary_tree.wavelet_tree.Node attribute) (data_structures.heap.binomial_heap.Node attribute) (data_structures.heap.randomized_heap.RandomizedHeapNode attribute) (data_structures.heap.skew_heap.SkewNode attribute) (data_structures.kd_tree.kd_node.KDNode attribute) (machine_learning.decision_tree.DecisionTree attribute) (other.graham_scan.Direction attribute) (searches.binary_tree_traversal.TreeNode attribute) (sorts.tree_sort.Node attribute) left() (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree.SegmentTree method) (graphs.dijkstra_algorithm.PriorityQueue method) left_boundary (fuzzy_logic.fuzzy_operations.FuzzySet attribute) left_child (data_structures.binary_tree.inorder_tree_traversal_2022.BinaryTreeNode attribute) left_child_idx() (data_structures.heap.heap.Heap method) left_rotate_32() (in module hashes.md5) left_rotation() (in module data_structures.binary_tree.avl_tree) left_shift() (in module other.sdes) left_tree_size (data_structures.heap.binomial_heap.Node attribute) len_A (maths.radix2_fft.FFT attribute) len_B (maths.radix2_fft.FFT attribute) lena (in module digital_image_processing.edge_detection.canny) lena_path (in module digital_image_processing.morphological_operations.dilation_operation) (in module digital_image_processing.morphological_operations.erosion_operation) length (compression.lz77.Token attribute) (data_structures.queue.queue_on_pseudo_stack.Queue attribute) (geometry.geometry.Side attribute) (machine_learning.sequential_minimum_optimization.SmoSVM property) length_conversion() (in module conversions.astronomical_length_scale_conversion) (in module conversions.length_conversion) Letter (class in compression.huffman) letter (compression.huffman.Letter attribute) letter_to_numbers() (ciphers.bifid.BifidCipher method) (ciphers.polybius.PolybiusCipher method) LETTERS (in module ciphers.mono_alphabetic_ciphers) (in module ciphers.simple_substitution_cipher) (in module ciphers.vigenere_cipher) (in module strings.frequency_finder) LETTERS_AND_SPACE (in module strings.detecting_english_programmatically) level (data_structures.linked_list.skip_list.Node property) (data_structures.linked_list.skip_list.SkipList attribute) level_order() (in module data_structures.binary_tree.binary_tree_traversals) (in module searches.binary_tree_traversal) level_order_actual() (in module searches.binary_tree_traversal) levenshtein_distance() (in module strings.levenshtein_distance) levenshtein_distance_optimized() (in module strings.levenshtein_distance) lexical_order() (in module data_structures.stacks.lexicographical_numbers) LFUCache (class in other.lfu_cache) lim_charge (data_structures.hashing.hash_table.HashTable attribute) limit (data_structures.stacks.stack.Stack attribute) LIMIT (in module project_euler.problem_125.sol1) (in module web_programming.get_top_billionaires) lin_search() (in module searches.ternary_search) line_length() (in module maths.line_length)

linear_algebra module linear_algebra.gaussian_elimination module linear_algebra.jacobi_iteration_method module linear_algebra.lu_decomposition module linear_algebra.src module linear_algebra.src.conjugate_gradient module linear_algebra.src.gaussian_elimination_pivoting module linear_algebra.src.lib module linear_algebra.src.polynom_for_points module linear_algebra.src.power_iteration module linear_algebra.src.rank_of_matrix module linear_algebra.src.rayleigh_quotient module linear_algebra.src.schur_complement module linear_algebra.src.test_linear_algebra module linear_algebra.src.transformations_2d module linear_discriminant_analysis() (in module machine_learning.dimensionality_reduction) linear_programming module linear_programming.simplex module linear_regression_prediction() (in module machine_learning.forecasting.run) linear_search() (in module searches.linear_search) LinearCongruentialGenerator (class in other.linear_congruential_generator) link (in module data_structures.linked_list.middle_element_of_linked_list) link() (graphs.minimum_spanning_tree_kruskal2.DisjointSetTree method) linked_list (in module data_structures.linked_list.floyds_cycle_detection) (in module data_structures.linked_list.from_sequence) (in module data_structures.linked_list.print_reverse) (in module data_structures.linked_list.swap_nodes) LinkedDeque (class in data_structures.linked_list.deque_doubly) LinkedList (class in data_structures.linked_list) (class in data_structures.linked_list.doubly_linked_list_two) (class in data_structures.linked_list.floyds_cycle_detection) (class in data_structures.linked_list.middle_element_of_linked_list) (class in data_structures.linked_list.print_reverse) (class in data_structures.linked_list.reverse_k_group) (class in data_structures.linked_list.singly_linked_list) (class in data_structures.linked_list.swap_nodes) LinkedListIterator (class in data_structures.linked_list.doubly_linked_list_two) LinkedQueue (class in data_structures.queue.linked_queue) LinkedStack (class in data_structures.stacks.stack_with_singly_linked_list) liouville_lambda() (in module maths.liouville_lambda) list (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) list_data (in module data_structures.linked_list.from_sequence) list_of_currencies (in module web_programming.currency_converter) list_of_points (graphics.bezier_curve.BezierCurve attribute) list_of_submasks() (in module dynamic_programming.iterating_through_submasks) list_truncated_nums() (in module project_euler.problem_037.sol1) ListNode (class in data_structures.linked_list.is_palindrome) literals (other.davis_putnam_logemann_loveland.Clause attribute) ll (in module data_structures.linked_list.reverse_k_group) load_data() (in module machine_learning.apriori_algorithm) (in module machine_learning.local_weighted_learning.local_weighted_learning) load_dictionary() (in module strings.detecting_english_programmatically) local_binary_value() (in module digital_image_processing.filters.local_binary_pattern) local_weight() (in module machine_learning.local_weighted_learning.local_weighted_learning) local_weight_regression() (in module machine_learning.local_weighted_learning.local_weighted_learning) location (in module web_programming.current_weather) log_difference() (in module project_euler.problem_686.sol1) log_likelihood() (in module machine_learning.logistic_regression) logger (in module matrix.tests.test_matrix_operation) logical_left_shift() (in module bit_manipulation.binary_shifts) logical_right_shift() (in module bit_manipulation.binary_shifts) login_using_recaptcha() (in module web_programming.recaptcha_verification) logistic_reg() (in module machine_learning.logistic_regression) lomuto_partition() (in module sorts.quick_sort_3_partition) LONG (conversions.convert_number_to_words.NumberingSystem attribute) long_side_length (geometry.geometry.Rectangle attribute) longest_common_subsequence() (in module dynamic_programming.longest_common_subsequence) longest_common_substring() (in module dynamic_programming.longest_common_substring) longest_distance() (in module graphs.kahns_algorithm_long) longest_increasing_subsequence_length() (in module dynamic_programming.longest_increasing_subsequence_o_nlogn) longest_palindromic_subsequence() (in module dynamic_programming.longest_palindromic_subsequence) longest_prefix() (in module strings.prefix_function) longest_subsequence() (in module dynamic_programming.longest_increasing_subsequence) lookahead_buffer_size (compression.lz77.LZ77Compressor attribute) LOOKUP_LETTERS (in module strings.is_spain_national_id) lower() (in module strings.lower) lower_upper_decomposition() (in module linear_algebra.lu_decomposition) LOWERCASE_INTS (in module project_euler.problem_059.sol1) lowest_common_ancestor() (in module data_structures.binary_tree.lowest_common_ancestor) lr_rotation() (in module data_structures.binary_tree.avl_tree) lru_cache (in module other.least_recently_used) LRUCache (class in other.least_recently_used) (class in other.lru_cache) lucas_lehmer_test() (in module maths.lucas_lehmer_primality_test) luhn_validation() (in module strings.credit_card_validator) lvl (graphs.dinic.Dinic attribute) lz77_compressor (in module compression.lz77) LZ77Compressor (class in compression.lz77)

M

m (in module hashes.chaos_machine) (in module machine_learning.gradient_descent) (in module strings.min_cost_string_conversion) m_component (graphs.boruvka.Graph attribute) m_edges (graphs.boruvka.Graph attribute) m_num_of_nodes (graphs.boruvka.Graph attribute) m_savi() (digital_image_processing.index_calculation.IndexCalculation method) machine_learning module machine_learning.apriori_algorithm module machine_learning.astar module machine_learning.automatic_differentiation module machine_learning.data_transformations module machine_learning.decision_tree module machine_learning.dimensionality_reduction module machine_learning.forecasting module machine_learning.forecasting.run module machine_learning.frequent_pattern_growth module machine_learning.gradient_boosting_classifier module machine_learning.gradient_descent module machine_learning.k_means_clust module machine_learning.k_nearest_neighbours module machine_learning.linear_discriminant_analysis module machine_learning.linear_regression module machine_learning.local_weighted_learning module machine_learning.local_weighted_learning.local_weighted_learning module machine_learning.logistic_regression module machine_learning.loss_functions module machine_learning.lstm module machine_learning.lstm.lstm_prediction module machine_learning.mfcc module machine_learning.multilayer_perceptron_classifier module machine_learning.polynomial_regression module machine_learning.scoring_functions module machine_learning.self_organizing_map module machine_learning.sequential_minimum_optimization module machine_learning.similarity_search module machine_learning.support_vector_machines module machine_learning.word_frequency_functions module machine_learning.xgboost_classifier module machine_learning.xgboost_regressor module machine_time (in module hashes.chaos_machine) maclaurin_cos() (in module maths.maclaurin_series) maclaurin_sin() (in module maths.maclaurin_series) mae() (in module machine_learning.scoring_functions) main() (in module backtracking.combination_sum) (in module backtracking.minimax) (in module boolean_algebra.karnaugh_map_simplification) (in module boolean_algebra.quine_mc_cluskey) (in module ciphers.a1z26) (in module ciphers.affine_cipher) (in module ciphers.beaufort_cipher) (in module ciphers.brute_force_caesar_cipher) (in module ciphers.elgamal_key_generator) (in module ciphers.hill_cipher) (in module ciphers.mono_alphabetic_ciphers) (in module ciphers.morse_code) (in module ciphers.permutation_cipher) (in module ciphers.rot13) (in module ciphers.rsa_cipher) (in module ciphers.rsa_key_generator) (in module ciphers.simple_keyword_cypher) (in module ciphers.simple_substitution_cipher) (in module ciphers.transposition_cipher) (in module ciphers.transposition_cipher_encrypt_decrypt_file) (in module ciphers.vigenere_cipher) (in module compression.peak_signal_to_noise_ratio) (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) (in module conversions.decimal_to_octal) (in module data_structures.binary_tree.binary_tree_traversals) (in module data_structures.binary_tree.inorder_tree_traversal_2022) (in module data_structures.binary_tree.lowest_common_ancestor) (in module data_structures.binary_tree.mirror_binary_tree) (in module data_structures.binary_tree.red_black_tree) (in module data_structures.binary_tree.treap) (in module data_structures.kd_tree.example.example_usage) (in module data_structures.linked_list.singly_linked_list) (in module data_structures.linked_list.skip_list) (in module data_structures.suffix_tree.example.example_usage) (in module data_structures.trie.radix_tree) (in module data_structures.trie.trie) (in module divide_and_conquer.convex_hull) (in module divide_and_conquer.inversions) (in module dynamic_programming.fibonacci) (in module dynamic_programming.matrix_chain_order) (in module dynamic_programming.optimal_binary_search_tree) (in module dynamic_programming.rod_cutting) (in module file_transfer.receive_file) (in module fractals.vicsek) (in module graphs.ant_colony_optimization_algorithms) (in module graphs.eulerian_path_and_circuit_for_undirected_graph) (in module graphs.page_rank) (in module hashes.sha1) (in module hashes.sha256) (in module machine_learning.decision_tree) (in module machine_learning.linear_discriminant_analysis) (in module machine_learning.linear_regression) (in module machine_learning.polynomial_regression) (in module machine_learning.self_organizing_map) (in module machine_learning.xgboost_classifier) (in module machine_learning.xgboost_regressor) (in module maths.average_median) (in module maths.collatz_sequence) (in module maths.entropy) (in module maths.extended_euclidean_algorithm) (in module maths.greatest_common_divisor) (in module maths.karatsuba) (in module maths.matrix_exponentiation) (in module maths.modular_exponential) (in module maths.numerical_analysis.newton_forward_interpolation) (in module maths.numerical_analysis.simpson_rule) (in module maths.pi_generator) (in module maths.quadratic_equations_complex_numbers) (in module maths.special_numbers.armstrong_numbers) (in module maths.sum_of_arithmetic_series) (in module maths.trapezoidal_rule) (in module maths.volume) (in module matrix.matrix_operation) (in module matrix.nth_fibonacci_using_matrix_exponentiation) (in module matrix.searching_in_sorted_matrix) (in module other.guess_the_number_search) (in module other.nested_brackets) (in module other.password) (in module other.tower_of_hanoi) (in module searches.tabu_search) (in module sorts.external_sort) (in module sorts.odd_even_transposition_parallel) (in module sorts.pigeonhole_sort) (in module sorts.tim_sort) (in module strings.autocomplete_using_trie) (other.bankers_algorithm.BankersAlgorithm method) main_queue (data_structures.stacks.stack_using_two_queues.StackWithQueues attribute) major_radius (geometry.geometry.Ellipse attribute) majority_vote() (in module other.majority_vote_algorithm) make_allpass() (in module audio_filters.butterworth_filter) make_asymmetric_tree() (in module data_structures.binary_tree.symmetric_tree) make_bandpass() (in module audio_filters.butterworth_filter) make_common_ground() (in module graphs.multi_heuristic_astar) make_dataset() (in module maths.triplet_sum) make_decrypt_key() (ciphers.hill_cipher.HillCipher method) make_highpass() (in module audio_filters.butterworth_filter) make_highshelf() (in module audio_filters.butterworth_filter) make_key_files() (in module ciphers.elgamal_key_generator) (in module ciphers.rsa_key_generator) make_linked_list() (in module data_structures.linked_list.from_sequence) (in module data_structures.linked_list.print_reverse) make_lowpass() (in module audio_filters.butterworth_filter) make_lowshelf() (in module audio_filters.butterworth_filter) make_matrix() (in module matrix.rotate_matrix) make_peak() (in module audio_filters.butterworth_filter) make_points() (in module maths.numerical_analysis.simpson_rule) (in module maths.trapezoidal_rule) make_sepia() (in module digital_image_processing.sepia) make_set() (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind method) (graphs.minimum_spanning_tree_kruskal2.DisjointSetTree method) (in module data_structures.disjoint_set.disjoint_set) make_symmetric_tree() (in module data_structures.binary_tree.symmetric_tree) make_tree() (in module data_structures.binary_tree.binary_tree_traversals) (in module data_structures.binary_tree.diff_views_of_binary_tree) (in module data_structures.binary_tree.inorder_tree_traversal_2022) make_tree_nine() (in module data_structures.binary_tree.mirror_binary_tree) make_tree_seven() (in module data_structures.binary_tree.mirror_binary_tree) malus_law() (in module physics.malus_law) manhattan_distance() (in module maths.manhattan_distance) manhattan_distance_one_liner() (in module maths.manhattan_distance) manual_accuracy() (in module machine_learning.scoring_functions) map (graphs.minimum_spanning_tree_kruskal2.DisjointSetTree attribute) map_left (data_structures.binary_tree.wavelet_tree.Node attribute) MarkovChainGraphUndirectedUnweighted (class in graphs.markov_chain) mass (in module physics.newtons_second_law_of_motion) (physics.n_body_simulation.Body attribute) mass_from_energy() (in module physics.mass_energy_equivalence) mat_a (in module matrix.tests.test_matrix_operation) mat_b (in module matrix.tests.test_matrix_operation) mat_bin_search() (in module matrix.binary_search_matrix) mat_c (in module matrix.tests.test_matrix_operation) mat_d (in module matrix.tests.test_matrix_operation) mat_e (in module matrix.tests.test_matrix_operation) mat_f (in module matrix.tests.test_matrix_operation) mat_h (in module matrix.tests.test_matrix_operation) match() (data_structures.trie.radix_tree.RadixNode method) match_in_pattern() (strings.boyer_moore_search.BoyerMooreSearch method) match_pattern() (in module strings.wildcard_pattern_matching) match_word_pattern() (in module backtracking.match_word_pattern) matching_min_vertex_cover() (in module graphs.matching_min_vertex_cover) maths module maths.abs module maths.addition_without_arithmetic module maths.aliquot_sum module maths.allocation_number module maths.arc_length module maths.area module maths.area_under_curve module maths.average_absolute_deviation module maths.average_mean module maths.average_median module maths.average_mode module maths.bailey_borwein_plouffe module maths.base_neg2_conversion module maths.basic_maths module maths.binary_exponentiation module maths.binary_multiplication module maths.binomial_coefficient module maths.binomial_distribution module maths.ceil module maths.chebyshev_distance module maths.check_polygon module maths.chinese_remainder_theorem module maths.chudnovsky_algorithm module maths.collatz_sequence module maths.combinations module maths.continued_fraction module maths.decimal_isolate module maths.decimal_to_fraction module maths.dodecahedron module maths.double_factorial module maths.dual_number_automatic_differentiation module maths.entropy module maths.euclidean_distance module maths.euler_method module maths.euler_modified module maths.eulers_totient module maths.extended_euclidean_algorithm module maths.factorial module maths.factors module maths.fast_inverse_sqrt module maths.fermat_little_theorem module maths.fibonacci module maths.find_max module maths.find_min module maths.floor module maths.gamma module maths.gaussian module maths.gcd_of_n_numbers module maths.germain_primes module maths.greatest_common_divisor module maths.hardy_ramanujanalgo module maths.images module maths.integer_square_root module maths.interquartile_range module maths.is_int_palindrome module maths.is_ip_v4_address_valid module maths.is_square_free module maths.jaccard_similarity module maths.joint_probability_distribution module maths.josephus_problem module maths.juggler_sequence module maths.karatsuba module maths.kth_lexicographic_permutation module maths.largest_of_very_large_numbers module maths.least_common_multiple module maths.line_length module maths.liouville_lambda module maths.lucas_lehmer_primality_test module maths.lucas_series module maths.maclaurin_series module maths.manhattan_distance module maths.matrix_exponentiation module maths.max_sum_sliding_window module maths.minkowski_distance module maths.mobius_function module maths.modular_division module maths.modular_exponential module maths.monte_carlo module maths.monte_carlo_dice module maths.number_of_digits module maths.numerical_analysis module maths.numerical_analysis.adams_bashforth module maths.numerical_analysis.bisection module maths.numerical_analysis.bisection_2 module maths.numerical_analysis.integration_by_simpson_approx module maths.numerical_analysis.intersection module maths.numerical_analysis.nevilles_method module maths.numerical_analysis.newton_forward_interpolation module maths.numerical_analysis.newton_raphson module maths.numerical_analysis.numerical_integration module maths.numerical_analysis.proper_fractions module maths.numerical_analysis.runge_kutta module maths.numerical_analysis.runge_kutta_fehlberg_45 module maths.numerical_analysis.runge_kutta_gills module maths.numerical_analysis.secant_method module maths.numerical_analysis.simpson_rule module maths.numerical_analysis.square_root module maths.odd_sieve module maths.perfect_cube module maths.perfect_number module maths.perfect_square module maths.persistence module maths.pi_generator module maths.pi_monte_carlo_estimation module maths.points_are_collinear_3d module maths.pollard_rho module maths.polynomial_evaluation module maths.polynomials module maths.polynomials.single_indeterminate_operations module maths.power_using_recursion module maths.prime_check module maths.prime_factors module maths.prime_numbers module maths.prime_sieve_eratosthenes module maths.primelib module maths.print_multiplication_table module maths.pythagoras module maths.qr_decomposition module maths.quadratic_equations_complex_numbers module maths.radians module maths.radix2_fft module maths.remove_digit module maths.segmented_sieve module maths.series module maths.series.arithmetic module maths.series.geometric module maths.series.geometric_series module maths.series.harmonic module maths.series.harmonic_series module maths.series.hexagonal_numbers module maths.series.p_series module maths.sieve_of_eratosthenes module maths.sigmoid module maths.signum module maths.simultaneous_linear_equation_solver module maths.sin module maths.sock_merchant module maths.softmax module maths.solovay_strassen_primality_test module maths.spearman_rank_correlation_coefficient module maths.special_numbers module maths.special_numbers.armstrong_numbers module maths.special_numbers.automorphic_number module maths.special_numbers.bell_numbers module maths.special_numbers.carmichael_number module maths.special_numbers.catalan_number module maths.special_numbers.hamming_numbers module maths.special_numbers.happy_number module maths.special_numbers.harshad_numbers module maths.special_numbers.hexagonal_number module maths.special_numbers.krishnamurthy_number module maths.special_numbers.perfect_number module maths.special_numbers.polygonal_numbers module maths.special_numbers.pronic_number module maths.special_numbers.proth_number module maths.special_numbers.triangular_numbers module maths.special_numbers.ugly_numbers module maths.special_numbers.weird_number module maths.sum_of_arithmetic_series module maths.sum_of_digits module maths.sum_of_geometric_progression module maths.sum_of_harmonic_series module maths.sumset module maths.sylvester_sequence module maths.tanh module maths.test_prime_check module maths.three_sum module maths.trapezoidal_rule module maths.triplet_sum module maths.twin_prime module maths.two_pointer module maths.two_sum module maths.volume module maths.zellers_congruence module MATMUL (machine_learning.automatic_differentiation.OpType attribute) matrices (in module matrix.matrix_multiplication_recursion) matrix module Matrix (class in linear_algebra.src.lib) (class in maths.matrix_exponentiation) (class in matrix.count_islands_in_matrix) (class in matrix.matrix_class) (class in matrix.sherman_morrison) matrix (data_structures.arrays.index_2d_array_in_1d.Index2DArrayIterator attribute) Matrix (in module backtracking.sudoku) (in module matrix.matrix_multiplication_recursion) matrix (in module matrix.max_area_of_island) (in module matrix.rotate_matrix) Matrix (in module project_euler.problem_101.sol1) matrix.binary_search_matrix module matrix.count_islands_in_matrix module matrix.count_negative_numbers_in_sorted_matrix module matrix.count_paths module matrix.cramers_rule_2x2 module matrix.inverse_of_matrix module matrix.largest_square_area_in_matrix module matrix.matrix_class module matrix.matrix_equalization module matrix.matrix_multiplication_recursion module matrix.matrix_operation module matrix.max_area_of_island module matrix.median_matrix module matrix.nth_fibonacci_using_matrix_exponentiation module matrix.pascal_triangle module matrix.rotate_matrix module matrix.searching_in_sorted_matrix module matrix.sherman_morrison module matrix.spiral_print module matrix.tests module matrix.tests.test_matrix_operation module matrix.validate_sudoku_board module matrix1 (in module divide_and_conquer.strassen_matrix_multiplication) matrix_1_to_4 (in module matrix.matrix_multiplication_recursion) matrix_5_to_8 (in module matrix.matrix_multiplication_recursion) matrix_5_to_9_high (in module matrix.matrix_multiplication_recursion) matrix_5_to_9_wide (in module matrix.matrix_multiplication_recursion) matrix_a (in module matrix.matrix_multiplication_recursion) matrix_addition() (in module divide_and_conquer.strassen_matrix_multiplication) matrix_chain_multiply() (in module dynamic_programming.matrix_chain_multiplication) matrix_chain_order() (in module dynamic_programming.matrix_chain_multiplication) (in module dynamic_programming.matrix_chain_order) matrix_concurrency() (in module computer_vision.haralick_descriptors) matrix_count_up (in module matrix.matrix_multiplication_recursion) matrix_dimensions() (in module divide_and_conquer.strassen_matrix_multiplication) matrix_exponentiation_time() (in module maths.matrix_exponentiation) matrix_multiply() (in module matrix.matrix_multiplication_recursion) matrix_multiply_recursive() (in module matrix.matrix_multiplication_recursion) matrix_pow_np() (in module maths.fibonacci) matrix_subtraction() (in module divide_and_conquer.strassen_matrix_multiplication) matrix_unordered (in module matrix.matrix_multiplication_recursion) matter_density (in module physics.hubble_parameter) max_cross_sum() (in module divide_and_conquer.max_subarray) max_difference() (in module divide_and_conquer.max_difference_pair) MAX_DOMAIN_OCTETS (in module strings.is_valid_email_address) MAX_ENTITIES (in module cellular_automata.wa_tor) max_flow() (graphs.dinic.Dinic method) max_heapify() (data_structures.heap.heap.Heap method) max_height() (in module physics.horizontal_projectile_motion) max_level (data_structures.linked_list.skip_list.SkipList attribute) MAX_LOCAL_PART_OCTETS (in module strings.is_valid_email_address) max_parts() (geometry.geometry.Circle method) max_product_subarray() (in module dynamic_programming.max_product_subarray) max_profit() (in module greedy_methods.best_time_to_buy_and_sell_stock) max_set (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet attribute) max_subarray() (in module divide_and_conquer.max_subarray) max_subarray_sum() (in module dynamic_programming.max_subarray_sum) max_subsequence_sum() (in module other.maximum_subsequence) max_sum (in module backtracking.sum_of_subsets) max_sum_bst() (in module data_structures.binary_tree.maximum_sum_bst) max_sum_in_array() (in module maths.max_sum_sliding_window) max_tasks() (in module scheduling.job_sequence_with_deadline) max_threshold (digital_image_processing.dithering.burkes.Burkes attribute) max_value() (conversions.convert_number_to_words.NumberingSystem class method) MaxFenwickTree (class in data_structures.binary_tree.maximum_fenwick_tree) maximum_flow (graphs.edmonds_karp_multiple_source_and_sink.MaximumFlowAlgorithmExecutor attribute) maximum_flow_algorithm (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork attribute) maximum_kinetic_energy() (in module physics.photoelectric_effect) maximum_non_adjacent_sum() (in module dynamic_programming.max_non_adjacent_sum) MaximumFlowAlgorithmExecutor (class in graphs.edmonds_karp_multiple_source_and_sink) maxiter (linear_programming.simplex.Tableau attribute) maxpooling() (in module computer_vision.pooling_functions) maxx (data_structures.binary_tree.wavelet_tree.Node attribute) mbd() (in module machine_learning.scoring_functions) md5_me() (in module hashes.md5) mean() (in module maths.average_mean) mean_absolute_error() (in module machine_learning.linear_regression) (in module machine_learning.loss_functions) mean_absolute_percentage_error() (in module machine_learning.loss_functions) mean_squared_error() (in module machine_learning.loss_functions) (machine_learning.decision_tree.DecisionTree method) mean_squared_logarithmic_error() (in module machine_learning.loss_functions) mean_threshold() (in module computer_vision.mean_threshold) median() (in module maths.average_median) (in module matrix.median_matrix) median_filter() (in module digital_image_processing.filters.median_filter) median_of_3() (in module sorts.intro_sort) median_of_five() (in module searches.median_of_medians) median_of_medians() (in module searches.median_of_medians) medium_tree() (data_structures.binary_tree.basic_binary_tree.BinaryTree class method) mega (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) mel_spaced_filterbank() (in module machine_learning.mfcc) mel_to_freq() (in module machine_learning.mfcc) membership() (fuzzy_logic.fuzzy_operations.FuzzySet method) memo (in module project_euler.problem_551.sol1) merge() (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet method) (data_structures.heap.randomized_heap.RandomizedHeapNode static method) (data_structures.heap.skew_heap.SkewNode static method) (in module data_structures.binary_tree.treap) (in module divide_and_conquer.mergesort) (in module sorts.iterative_merge_sort) (in module sorts.merge_insertion_sort) (in module sorts.recursive_mergesort_array) (in module sorts.tim_sort) (sorts.external_sort.FileMerger method) merge_heaps() (data_structures.heap.binomial_heap.BinomialHeap method) merge_insertion_sort() (in module sorts.merge_insertion_sort) merge_lists() (in module data_structures.linked_list.merge_two_lists) merge_sort() (in module divide_and_conquer.mergesort) (in module sorts.merge_sort) (in module sorts.unknown_sort) merge_strategy (sorts.external_sort.FileMerger attribute) merge_trees() (data_structures.heap.binomial_heap.Node method) merge_two_binary_trees() (in module data_structures.binary_tree.merge_two_binary_trees) message (in module ciphers.enigma_machine2) (in module hashes.chaos_machine) method_1() (in module maths.trapezoidal_rule) method_2() (in module maths.numerical_analysis.simpson_rule) METRIC_CONVERSION (in module conversions.astronomical_length_scale_conversion) (in module conversions.length_conversion) (in module conversions.volume_conversions) mf_knapsack() (in module dynamic_programming.knapsack) mfcc() (in module machine_learning.mfcc) micro (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) mid (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) middle_element() (data_structures.linked_list.middle_element_of_linked_list.LinkedList method) miller_rabin() (in module ciphers.deterministic_miller_rabin) milli (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) min_dist() (in module graphs.dijkstra_2) min_dist_bottom_up() (dynamic_programming.edit_distance.EditDistance method) min_dist_top_down() (dynamic_programming.edit_distance.EditDistance method) min_distance_up_bottom() (in module dynamic_programming.min_distance_up_bottom) min_heapify() (graphs.dijkstra_algorithm.PriorityQueue method) min_leaf_size (machine_learning.decision_tree.DecisionTree attribute) min_node (data_structures.heap.binomial_heap.BinomialHeap attribute) min_path_sum() (in module graphs.minimum_path_sum) min_primitive_root (in module ciphers.elgamal_key_generator) min_steps_to_one() (in module dynamic_programming.minimum_steps_to_one) min_threshold (digital_image_processing.dithering.burkes.Burkes attribute) mincost_tickets() (in module dynamic_programming.minimum_tickets_cost) mincut() (in module networking_flow.minimum_cut) mine_tree() (in module machine_learning.frequent_pattern_growth) MinHeap (class in data_structures.heap.min_heap) minimax() (in module backtracking.minimax) minimum_cost_path() (in module dynamic_programming.minimum_cost_path) minimum_distance() (graphs.dijkstra_alternate.Graph method) minimum_squares_to_represent_a_number() (in module dynamic_programming.minimum_squares_to_represent_a_number) minimum_subarray_sum() (in module dynamic_programming.minimum_size_subarray_sum) minimum_waiting_time() (in module greedy_methods.minimum_waiting_time) minkey() (graphs.multi_heuristic_astar.PriorityQueue method) minkowski_distance() (in module maths.minkowski_distance) minn (data_structures.binary_tree.wavelet_tree.Node attribute) minor() (in module matrix.matrix_operation) (linear_algebra.src.lib.Matrix method) minor_radius (geometry.geometry.Ellipse attribute) minors() (matrix.matrix_class.Matrix method) MinPriorityQueue (class in graphs.minimum_spanning_tree_prims2) mirror() (data_structures.binary_tree.mirror_binary_tree.Node method) mish() (in module neural_network.activation_functions.mish) mismatch_in_text() (strings.boyer_moore_search.BoyerMooreSearch method) miss (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) mixed_keyword() (in module ciphers.mixed_keyword_cypher) MLFQ (class in scheduling.multi_level_feedback_queue) mobius() (in module maths.mobius_function) MOD_ADLER (in module hashes.adler32) mode() (in module maths.average_mode) models (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier attribute) modular_division() (in module maths.modular_division) modular_division2() (in module maths.modular_division) modular_exponential() (in module maths.modular_exponential) modular_exponentiation() (in module maths.matrix_exponentiation) module audio_filters audio_filters.butterworth_filter audio_filters.iir_filter audio_filters.show_response backtracking backtracking.all_combinations backtracking.all_permutations backtracking.all_subsequences backtracking.coloring backtracking.combination_sum backtracking.crossword_puzzle_solver backtracking.generate_parentheses backtracking.hamiltonian_cycle backtracking.knight_tour backtracking.match_word_pattern backtracking.minimax backtracking.n_queens backtracking.n_queens_math backtracking.power_sum backtracking.rat_in_maze backtracking.sudoku backtracking.sum_of_subsets backtracking.word_break backtracking.word_ladder backtracking.word_search bit_manipulation bit_manipulation.binary_and_operator bit_manipulation.binary_coded_decimal bit_manipulation.binary_count_setbits bit_manipulation.binary_count_trailing_zeros bit_manipulation.binary_or_operator bit_manipulation.binary_shifts bit_manipulation.binary_twos_complement bit_manipulation.binary_xor_operator bit_manipulation.bitwise_addition_recursive bit_manipulation.count_1s_brian_kernighan_method bit_manipulation.count_number_of_one_bits bit_manipulation.excess_3_code bit_manipulation.find_previous_power_of_two bit_manipulation.gray_code_sequence bit_manipulation.highest_set_bit bit_manipulation.index_of_rightmost_set_bit bit_manipulation.is_even bit_manipulation.is_power_of_two bit_manipulation.largest_pow_of_two_le_num bit_manipulation.missing_number bit_manipulation.numbers_different_signs bit_manipulation.power_of_4 bit_manipulation.reverse_bits bit_manipulation.single_bit_manipulation_operations bit_manipulation.swap_all_odd_and_even_bits blockchain blockchain.diophantine_equation boolean_algebra boolean_algebra.and_gate boolean_algebra.imply_gate boolean_algebra.karnaugh_map_simplification boolean_algebra.multiplexer boolean_algebra.nand_gate boolean_algebra.nimply_gate boolean_algebra.nor_gate boolean_algebra.not_gate boolean_algebra.or_gate boolean_algebra.quine_mc_cluskey boolean_algebra.xnor_gate boolean_algebra.xor_gate cellular_automata cellular_automata.conways_game_of_life cellular_automata.game_of_life cellular_automata.langtons_ant cellular_automata.nagel_schrekenberg cellular_automata.one_dimensional cellular_automata.wa_tor ciphers ciphers.a1z26 ciphers.affine_cipher ciphers.atbash ciphers.autokey ciphers.baconian_cipher ciphers.base16 ciphers.base32 ciphers.base64 ciphers.base85 ciphers.beaufort_cipher ciphers.bifid ciphers.brute_force_caesar_cipher ciphers.caesar_cipher ciphers.cryptomath_module ciphers.decrypt_caesar_with_chi_squared ciphers.deterministic_miller_rabin ciphers.diffie ciphers.diffie_hellman ciphers.elgamal_key_generator ciphers.enigma_machine2 ciphers.fractionated_morse_cipher ciphers.gronsfeld_cipher ciphers.hill_cipher ciphers.mixed_keyword_cypher ciphers.mono_alphabetic_ciphers ciphers.morse_code ciphers.onepad_cipher ciphers.permutation_cipher ciphers.playfair_cipher ciphers.polybius ciphers.porta_cipher ciphers.rabin_miller ciphers.rail_fence_cipher ciphers.rot13 ciphers.rsa_cipher ciphers.rsa_factorization ciphers.rsa_key_generator ciphers.running_key_cipher ciphers.shuffled_shift_cipher ciphers.simple_keyword_cypher ciphers.simple_substitution_cipher ciphers.transposition_cipher ciphers.transposition_cipher_encrypt_decrypt_file ciphers.trifid_cipher ciphers.vernam_cipher ciphers.vigenere_cipher ciphers.xor_cipher compression compression.burrows_wheeler compression.huffman compression.image_data compression.lempel_ziv compression.lempel_ziv_decompress compression.lz77 compression.peak_signal_to_noise_ratio compression.run_length_encoding computer_vision computer_vision.cnn_classification computer_vision.flip_augmentation computer_vision.haralick_descriptors computer_vision.harris_corner computer_vision.horn_schunck computer_vision.mean_threshold computer_vision.mosaic_augmentation computer_vision.pooling_functions conversions conversions.astronomical_length_scale_conversion conversions.binary_to_decimal conversions.binary_to_hexadecimal conversions.binary_to_octal conversions.convert_number_to_words conversions.decimal_to_any conversions.decimal_to_binary conversions.decimal_to_hexadecimal conversions.decimal_to_octal conversions.energy_conversions conversions.excel_title_to_column conversions.hex_to_bin conversions.hexadecimal_to_decimal conversions.ipv4_conversion conversions.length_conversion conversions.molecular_chemistry conversions.octal_to_binary conversions.octal_to_decimal conversions.octal_to_hexadecimal conversions.prefix_conversions conversions.prefix_conversions_string conversions.pressure_conversions conversions.rgb_cmyk_conversion conversions.rgb_hsv_conversion conversions.roman_numerals conversions.speed_conversions conversions.temperature_conversions conversions.time_conversions conversions.volume_conversions conversions.weight_conversion 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project_euler.problem_013.sol1 project_euler.problem_014 project_euler.problem_014.sol1 project_euler.problem_014.sol2 project_euler.problem_015 project_euler.problem_015.sol1 project_euler.problem_016 project_euler.problem_016.sol1 project_euler.problem_016.sol2 project_euler.problem_017 project_euler.problem_017.sol1 project_euler.problem_018 project_euler.problem_018.solution project_euler.problem_019 project_euler.problem_019.sol1 project_euler.problem_020 project_euler.problem_020.sol1 project_euler.problem_020.sol2 project_euler.problem_020.sol3 project_euler.problem_020.sol4 project_euler.problem_021 project_euler.problem_021.sol1 project_euler.problem_022 project_euler.problem_022.sol1 project_euler.problem_022.sol2 project_euler.problem_023 project_euler.problem_023.sol1 project_euler.problem_024 project_euler.problem_024.sol1 project_euler.problem_025 project_euler.problem_025.sol1 project_euler.problem_025.sol2 project_euler.problem_025.sol3 project_euler.problem_026 project_euler.problem_026.sol1 project_euler.problem_027 project_euler.problem_027.sol1 project_euler.problem_028 project_euler.problem_028.sol1 project_euler.problem_029 project_euler.problem_029.sol1 project_euler.problem_030 project_euler.problem_030.sol1 project_euler.problem_031 project_euler.problem_031.sol1 project_euler.problem_031.sol2 project_euler.problem_032 project_euler.problem_032.sol32 project_euler.problem_033 project_euler.problem_033.sol1 project_euler.problem_034 project_euler.problem_034.sol1 project_euler.problem_035 project_euler.problem_035.sol1 project_euler.problem_036 project_euler.problem_036.sol1 project_euler.problem_037 project_euler.problem_037.sol1 project_euler.problem_038 project_euler.problem_038.sol1 project_euler.problem_039 project_euler.problem_039.sol1 project_euler.problem_040 project_euler.problem_040.sol1 project_euler.problem_041 project_euler.problem_041.sol1 project_euler.problem_042 project_euler.problem_042.solution42 project_euler.problem_043 project_euler.problem_043.sol1 project_euler.problem_044 project_euler.problem_044.sol1 project_euler.problem_045 project_euler.problem_045.sol1 project_euler.problem_046 project_euler.problem_046.sol1 project_euler.problem_047 project_euler.problem_047.sol1 project_euler.problem_048 project_euler.problem_048.sol1 project_euler.problem_049 project_euler.problem_049.sol1 project_euler.problem_050 project_euler.problem_050.sol1 project_euler.problem_051 project_euler.problem_051.sol1 project_euler.problem_052 project_euler.problem_052.sol1 project_euler.problem_053 project_euler.problem_053.sol1 project_euler.problem_054 project_euler.problem_054.sol1 project_euler.problem_054.test_poker_hand project_euler.problem_055 project_euler.problem_055.sol1 project_euler.problem_056 project_euler.problem_056.sol1 project_euler.problem_057 project_euler.problem_057.sol1 project_euler.problem_058 project_euler.problem_058.sol1 project_euler.problem_059 project_euler.problem_059.sol1 project_euler.problem_062 project_euler.problem_062.sol1 project_euler.problem_063 project_euler.problem_063.sol1 project_euler.problem_064 project_euler.problem_064.sol1 project_euler.problem_065 project_euler.problem_065.sol1 project_euler.problem_067 project_euler.problem_067.sol1 project_euler.problem_067.sol2 project_euler.problem_068 project_euler.problem_068.sol1 project_euler.problem_069 project_euler.problem_069.sol1 project_euler.problem_070 project_euler.problem_070.sol1 project_euler.problem_071 project_euler.problem_071.sol1 project_euler.problem_072 project_euler.problem_072.sol1 project_euler.problem_072.sol2 project_euler.problem_073 project_euler.problem_073.sol1 project_euler.problem_074 project_euler.problem_074.sol1 project_euler.problem_074.sol2 project_euler.problem_075 project_euler.problem_075.sol1 project_euler.problem_076 project_euler.problem_076.sol1 project_euler.problem_077 project_euler.problem_077.sol1 project_euler.problem_078 project_euler.problem_078.sol1 project_euler.problem_079 project_euler.problem_079.sol1 project_euler.problem_080 project_euler.problem_080.sol1 project_euler.problem_081 project_euler.problem_081.sol1 project_euler.problem_082 project_euler.problem_082.sol1 project_euler.problem_085 project_euler.problem_085.sol1 project_euler.problem_086 project_euler.problem_086.sol1 project_euler.problem_087 project_euler.problem_087.sol1 project_euler.problem_089 project_euler.problem_089.sol1 project_euler.problem_091 project_euler.problem_091.sol1 project_euler.problem_092 project_euler.problem_092.sol1 project_euler.problem_094 project_euler.problem_094.sol1 project_euler.problem_097 project_euler.problem_097.sol1 project_euler.problem_099 project_euler.problem_099.sol1 project_euler.problem_100 project_euler.problem_100.sol1 project_euler.problem_101 project_euler.problem_101.sol1 project_euler.problem_102 project_euler.problem_102.sol1 project_euler.problem_104 project_euler.problem_104.sol1 project_euler.problem_107 project_euler.problem_107.sol1 project_euler.problem_109 project_euler.problem_109.sol1 project_euler.problem_112 project_euler.problem_112.sol1 project_euler.problem_113 project_euler.problem_113.sol1 project_euler.problem_114 project_euler.problem_114.sol1 project_euler.problem_115 project_euler.problem_115.sol1 project_euler.problem_116 project_euler.problem_116.sol1 project_euler.problem_117 project_euler.problem_117.sol1 project_euler.problem_119 project_euler.problem_119.sol1 project_euler.problem_120 project_euler.problem_120.sol1 project_euler.problem_121 project_euler.problem_121.sol1 project_euler.problem_123 project_euler.problem_123.sol1 project_euler.problem_125 project_euler.problem_125.sol1 project_euler.problem_129 project_euler.problem_129.sol1 project_euler.problem_131 project_euler.problem_131.sol1 project_euler.problem_135 project_euler.problem_135.sol1 project_euler.problem_144 project_euler.problem_144.sol1 project_euler.problem_145 project_euler.problem_145.sol1 project_euler.problem_173 project_euler.problem_173.sol1 project_euler.problem_174 project_euler.problem_174.sol1 project_euler.problem_180 project_euler.problem_180.sol1 project_euler.problem_187 project_euler.problem_187.sol1 project_euler.problem_188 project_euler.problem_188.sol1 project_euler.problem_191 project_euler.problem_191.sol1 project_euler.problem_203 project_euler.problem_203.sol1 project_euler.problem_205 project_euler.problem_205.sol1 project_euler.problem_206 project_euler.problem_206.sol1 project_euler.problem_207 project_euler.problem_207.sol1 project_euler.problem_234 project_euler.problem_234.sol1 project_euler.problem_301 project_euler.problem_301.sol1 project_euler.problem_493 project_euler.problem_493.sol1 project_euler.problem_551 project_euler.problem_551.sol1 project_euler.problem_587 project_euler.problem_587.sol1 project_euler.problem_686 project_euler.problem_686.sol1 project_euler.problem_800 project_euler.problem_800.sol1 quantum quantum.q_fourier_transform scheduling scheduling.first_come_first_served scheduling.highest_response_ratio_next scheduling.job_sequence_with_deadline scheduling.job_sequencing_with_deadline scheduling.multi_level_feedback_queue scheduling.non_preemptive_shortest_job_first scheduling.round_robin scheduling.shortest_job_first searches searches.binary_search searches.binary_tree_traversal searches.double_linear_search searches.double_linear_search_recursion searches.exponential_search searches.fibonacci_search searches.hill_climbing searches.interpolation_search searches.jump_search searches.linear_search searches.median_of_medians searches.quick_select searches.sentinel_linear_search searches.simple_binary_search searches.simulated_annealing searches.tabu_search searches.ternary_search sorts sorts.bead_sort sorts.binary_insertion_sort sorts.bitonic_sort sorts.bogo_sort sorts.bubble_sort sorts.bucket_sort sorts.circle_sort sorts.cocktail_shaker_sort sorts.comb_sort sorts.counting_sort sorts.cycle_sort sorts.double_sort sorts.dutch_national_flag_sort sorts.exchange_sort sorts.external_sort sorts.gnome_sort sorts.heap_sort sorts.insertion_sort sorts.intro_sort sorts.iterative_merge_sort sorts.merge_insertion_sort sorts.merge_sort sorts.msd_radix_sort sorts.natural_sort sorts.odd_even_sort sorts.odd_even_transposition_parallel sorts.odd_even_transposition_single_threaded sorts.pancake_sort sorts.patience_sort sorts.pigeon_sort sorts.pigeonhole_sort sorts.quick_sort sorts.quick_sort_3_partition sorts.radix_sort sorts.recursive_insertion_sort sorts.recursive_mergesort_array sorts.recursive_quick_sort sorts.selection_sort sorts.shell_sort sorts.shrink_shell_sort sorts.slowsort sorts.stooge_sort sorts.strand_sort sorts.tim_sort sorts.topological_sort sorts.tree_sort sorts.unknown_sort sorts.wiggle_sort strings strings.aho_corasick strings.alternative_string_arrange strings.anagrams strings.autocomplete_using_trie strings.barcode_validator strings.bitap_string_match strings.boyer_moore_search strings.camel_case_to_snake_case strings.can_string_be_rearranged_as_palindrome strings.capitalize strings.check_anagrams strings.count_vowels strings.credit_card_validator strings.damerau_levenshtein_distance strings.detecting_english_programmatically strings.dna strings.edit_distance strings.frequency_finder strings.hamming_distance strings.indian_phone_validator strings.is_contains_unique_chars strings.is_isogram strings.is_pangram strings.is_polish_national_id strings.is_spain_national_id strings.is_srilankan_phone_number strings.is_valid_email_address strings.jaro_winkler strings.join strings.knuth_morris_pratt strings.levenshtein_distance strings.lower strings.manacher strings.min_cost_string_conversion strings.naive_string_search strings.ngram strings.palindrome strings.pig_latin strings.prefix_function strings.rabin_karp strings.remove_duplicate strings.reverse_letters strings.reverse_words strings.snake_case_to_camel_pascal_case strings.split strings.string_switch_case strings.strip strings.text_justification strings.title strings.top_k_frequent_words strings.upper strings.wave strings.wildcard_pattern_matching strings.word_occurrence strings.word_patterns strings.z_function web_programming web_programming.co2_emission web_programming.covid_stats_via_xpath web_programming.crawl_google_results web_programming.crawl_google_scholar_citation web_programming.currency_converter web_programming.current_stock_price web_programming.current_weather web_programming.daily_horoscope web_programming.download_images_from_google_query web_programming.emails_from_url web_programming.fetch_anime_and_play web_programming.fetch_bbc_news web_programming.fetch_github_info web_programming.fetch_jobs web_programming.fetch_quotes web_programming.fetch_well_rx_price web_programming.get_amazon_product_data web_programming.get_imdb_top_250_movies_csv web_programming.get_ip_geolocation web_programming.get_top_billionaires web_programming.get_top_hn_posts web_programming.giphy web_programming.instagram_crawler web_programming.instagram_pic web_programming.instagram_video web_programming.nasa_data web_programming.open_google_results web_programming.random_anime_character web_programming.recaptcha_verification web_programming.reddit web_programming.search_books_by_isbn web_programming.slack_message web_programming.test_fetch_github_info web_programming.world_covid19_stats

modulo (other.linear_congruential_generator.LinearCongruentialGenerator attribute) modulus (ciphers.hill_cipher.HillCipher attribute) (in module strings.rabin_karp) molarity_to_normality() (in module conversions.molecular_chemistry) moles_of_gas_system() (in module physics.ideal_gas_law) moles_to_pressure() (in module conversions.molecular_chemistry) moles_to_volume() (in module conversions.molecular_chemistry) MORSE_CODE_DICT (in module ciphers.fractionated_morse_cipher) (in module ciphers.morse_code) MORSE_COMBINATIONS (in module ciphers.fractionated_morse_cipher) move_and_reproduce() (cellular_automata.wa_tor.WaTor method) move_ant() (cellular_automata.langtons_ant.LangtonsAnt method) move_disk() (in module other.tower_of_hanoi) move_tower() (in module other.tower_of_hanoi) moves (data_structures.binary_tree.distribute_coins.CoinsDistribResult attribute) mps_speed_of_molecule() (in module physics.speeds_of_gas_molecules) mrvi() (digital_image_processing.index_calculation.IndexCalculation method) msd_radix_sort() (in module sorts.msd_radix_sort) msd_radix_sort_inplace() (in module sorts.msd_radix_sort) mse() (in module machine_learning.scoring_functions) msg (in module ciphers.trifid_cipher) MUL (machine_learning.automatic_differentiation.OpType attribute) multi_a_star() (in module graphs.multi_heuristic_astar) multi_level_feedback_queue() (scheduling.multi_level_feedback_queue.MLFQ method) multiplication_table() (in module maths.print_multiplication_table) multiplicative_persistence() (in module maths.persistence) multiplier (other.linear_congruential_generator.LinearCongruentialGenerator attribute) multiplier_color_values (in module electronics.resistor_color_code) multiply() (in module matrix.matrix_operation) (in module matrix.nth_fibonacci_using_matrix_exponentiation) mutate() (in module genetic_algorithm.basic_string) MUTATION_PROBABILITY (in module genetic_algorithm.basic_string) mux() (in module boolean_algebra.multiplexer) my_dfs() (in module graphs.frequent_pattern_graph_miner) my_laplacian() (in module digital_image_processing.filters.laplacian_filter) my_max() (in module data_structures.binary_tree.avl_tree) my_min_heap (in module data_structures.heap.min_heap) my_pen (in module fractals.sierpinski_triangle) MyNode (class in data_structures.binary_tree.avl_tree) MyQueue (class in data_structures.binary_tree.avl_tree)

N

N (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree attribute) (data_structures.binary_tree.segment_tree.SegmentTree attribute) n (data_structures.queue.circular_queue.CircularQueue attribute) (dynamic_programming.floyd_warshall.Graph attribute) (in module backtracking.n_queens) N (in module dynamic_programming.catalan_numbers) n (in module dynamic_programming.fast_fibonacci) (in module dynamic_programming.integer_partition) (in module graphs.multi_heuristic_astar) (in module maths.chudnovsky_algorithm) (in module maths.factorial) (in module maths.hardy_ramanujanalgo) (in module maths.lucas_series) (in module maths.special_numbers.hamming_numbers) (in module other.maximum_subsequence) N (in module project_euler.problem_008.sol1) (in module project_euler.problem_008.sol2) (in module project_euler.problem_008.sol3) n (in module project_euler.problem_015.sol1) (in module project_euler.problem_028.sol1) n_estimators (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier attribute) n_heuristic (in module graphs.multi_heuristic_astar) N_POPULATION (in module genetic_algorithm.basic_string) n_queens_solution() (in module backtracking.n_queens_math) N_SELECTED (in module genetic_algorithm.basic_string) n_slack (linear_programming.simplex.Tableau attribute) n_stages (linear_programming.simplex.Tableau attribute) N_STEPS (in module maths.numerical_analysis.integration_by_simpson_approx) n_vertices (in module graphs.tarjans_scc) naive_cut_rod_recursive() (in module dynamic_programming.rod_cutting) naive_pattern_search() (in module strings.naive_string_search) name (data_structures.heap.min_heap.Node attribute) (electronics.electric_power.Result attribute) (fuzzy_logic.fuzzy_operations.FuzzySet attribute) (graphs.page_rank.Node attribute) (in module searches.binary_search) (machine_learning.frequent_pattern_growth.TreeNode attribute) (other.greedy.Things attribute) nand_gate() (in module boolean_algebra.nand_gate) nano (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) narcissistic_number() (in module maths.special_numbers.armstrong_numbers) natural_sort() (in module sorts.natural_sort) nb_iterations (in module fractals.julia_sets) nb_pixels (in module fractals.julia_sets) ndre() (digital_image_processing.index_calculation.IndexCalculation method) ndvi() (digital_image_processing.index_calculation.IndexCalculation method) nearest_neighbour_search() (in module data_structures.kd_tree.nearest_neighbour_search) NearestNeighbour (class in digital_image_processing.resize.resize) neighbors (graphs.deep_clone_graph.Node attribute) (graphs.prim.Vertex attribute) networking_flow module networking_flow.ford_fulkerson module networking_flow.minimum_cut module neural_network module neural_network.activation_functions module neural_network.activation_functions.binary_step module neural_network.activation_functions.exponential_linear_unit module neural_network.activation_functions.gaussian_error_linear_unit module neural_network.activation_functions.leaky_rectified_linear_unit module neural_network.activation_functions.mish module neural_network.activation_functions.rectified_linear_unit module neural_network.activation_functions.scaled_exponential_linear_unit module neural_network.activation_functions.soboleva_modified_hyperbolic_tangent module neural_network.activation_functions.softplus module neural_network.activation_functions.squareplus module neural_network.activation_functions.swish module neural_network.back_propagation_neural_network module neural_network.convolution_neural_network module neural_network.input_data module neural_network.simple_neural_network module neural_network.two_hidden_layers_neural_network module neville_interpolate() (in module maths.numerical_analysis.nevilles_method) new_generation() (in module cellular_automata.conways_game_of_life) (in module cellular_automata.one_dimensional) newton_raphson() (in module maths.numerical_analysis.newton_raphson) newtons_second_law_of_motion() (in module physics.newtons_second_law_of_motion) next (data_structures.linked_list.doubly_linked_list.Node attribute) (data_structures.linked_list.doubly_linked_list_two.Node attribute) (data_structures.linked_list.from_sequence.Node attribute) (data_structures.linked_list.middle_element_of_linked_list.Node attribute) (data_structures.linked_list.Node attribute) (data_structures.queue.circular_queue_linked_list.Node attribute) (data_structures.queue.linked_queue.Node attribute) (data_structures.stacks.stack_with_doubly_linked_list.Node attribute) (data_structures.stacks.stack_with_singly_linked_list.Node attribute) (other.lfu_cache.DoubleLinkedListNode attribute) (other.lru_cache.DoubleLinkedListNode attribute) next_() (data_structures.binary_tree.fenwick_tree.FenwickTree static method) next_batch() (neural_network.input_data._DataSet method) next_greatest_element() (in module data_structures.stacks.next_greater_element) next_greatest_element_fast() (in module data_structures.stacks.next_greater_element) next_greatest_element_slow() (in module data_structures.stacks.next_greater_element) next_node (data_structures.linked_list.circular_linked_list.Node attribute) (data_structures.linked_list.floyds_cycle_detection.Node attribute) (data_structures.linked_list.has_loop.Node attribute) (data_structures.linked_list.is_palindrome.ListNode attribute) (data_structures.linked_list.merge_two_lists.Node attribute) (data_structures.linked_list.print_reverse.Node attribute) (data_structures.linked_list.reverse_k_group.Node attribute) (data_structures.linked_list.rotate_to_the_right.Node attribute) (data_structures.linked_list.singly_linked_list.Node attribute) (data_structures.linked_list.swap_nodes.Node attribute) (data_structures.queue.double_ended_queue.Deque._Node attribute) next_number() (in module project_euler.problem_092.sol1) (other.linear_congruential_generator.LinearCongruentialGenerator method) next_point() (in module project_euler.problem_144.sol1) next_prime() (in module data_structures.hashing.number_theory.prime_numbers)

next_side (geometry.geometry.Side attribute) next_term() (in module project_euler.problem_551.sol1) ngrdi() (digital_image_processing.index_calculation.IndexCalculation method) nimply_gate() (in module boolean_algebra.nimply_gate) no_of_process (in module scheduling.highest_response_ratio_next) no_of_processes (in module scheduling.non_preemptive_shortest_job_first) (in module scheduling.shortest_job_first) no_solution (in module backtracking.sudoku) Node (class in data_structures.binary_tree.basic_binary_tree) (class in data_structures.binary_tree.binary_search_tree) (class in data_structures.binary_tree.binary_search_tree_recursive) (class in data_structures.binary_tree.binary_tree_node_sum) (class in data_structures.binary_tree.binary_tree_path_sum) (class in data_structures.binary_tree.binary_tree_traversals) (class in data_structures.binary_tree.diameter_of_binary_tree) (class in data_structures.binary_tree.floor_and_ceiling) (class in data_structures.binary_tree.is_sorted) (class in data_structures.binary_tree.is_sum_tree) (class in data_structures.binary_tree.merge_two_binary_trees) (class in data_structures.binary_tree.mirror_binary_tree) (class in data_structures.binary_tree.symmetric_tree) (class in data_structures.binary_tree.treap) (class in data_structures.binary_tree.wavelet_tree) (class in data_structures.disjoint_set.disjoint_set) (class in data_structures.heap.binomial_heap) (class in data_structures.heap.min_heap) (class in data_structures.linked_list) (class in data_structures.linked_list.circular_linked_list) (class in data_structures.linked_list.doubly_linked_list) (class in data_structures.linked_list.doubly_linked_list_two) (class in data_structures.linked_list.floyds_cycle_detection) (class in data_structures.linked_list.from_sequence) (class in data_structures.linked_list.has_loop) (class in data_structures.linked_list.merge_two_lists) (class in data_structures.linked_list.middle_element_of_linked_list) (class in data_structures.linked_list.print_reverse) (class in data_structures.linked_list.reverse_k_group) (class in data_structures.linked_list.rotate_to_the_right) (class in data_structures.linked_list.singly_linked_list) (class in data_structures.linked_list.skip_list) (class in data_structures.linked_list.swap_nodes) (class in data_structures.queue.circular_queue_linked_list) (class in data_structures.queue.linked_queue) (class in data_structures.stacks.stack_with_doubly_linked_list) (class in data_structures.stacks.stack_with_singly_linked_list) (class in dynamic_programming.optimal_binary_search_tree) (class in graphs.bidirectional_a_star) (class in graphs.bidirectional_breadth_first_search) (class in graphs.deep_clone_graph) (class in graphs.greedy_best_first) (class in graphs.page_rank) (class in sorts.tree_sort) node (in module searches.binary_tree_traversal) node_count (in module data_structures.binary_tree.number_of_possible_binary_trees) node_link (machine_learning.frequent_pattern_growth.TreeNode attribute) node_position (graphs.minimum_spanning_tree_prims.Heap attribute) node_queue (graphs.bidirectional_breadth_first_search.BreadthFirstSearch attribute) nodes (data_structures.trie.radix_tree.RadixNode attribute) (data_structures.trie.trie.TrieNode attribute) (graphs.minimum_spanning_tree_prims2.GraphUndirectedWeighted attribute) non_bouncy_exact() (in module project_euler.problem_113.sol1) non_bouncy_upto() (in module project_euler.problem_113.sol1) NOOP (machine_learning.automatic_differentiation.OpType attribute) nor_gate() (in module boolean_algebra.nor_gate) norm_g() (digital_image_processing.index_calculation.IndexCalculation method) norm_nir() (digital_image_processing.index_calculation.IndexCalculation method) norm_r() (digital_image_processing.index_calculation.IndexCalculation method) norm_squared() (in module machine_learning.support_vector_machines) normalization() (in module machine_learning.data_transformations) normalize() (in module machine_learning.mfcc) normalize_array() (in module computer_vision.haralick_descriptors) normalize_image() (in module computer_vision.haralick_descriptors) not_32() (in module hashes.md5) not_gate() (in module boolean_algebra.not_gate) nth_fibonacci_bruteforce() (in module matrix.nth_fibonacci_using_matrix_exponentiation) nth_fibonacci_matrix() (in module matrix.nth_fibonacci_using_matrix_exponentiation) nth_term (in module maths.series.geometric_series) (in module maths.series.harmonic_series) (in module maths.series.p_series) num (in module ciphers.rabin_miller) (in module machine_learning.linear_discriminant_analysis) (in module maths.fibonacci) (in module maths.gamma) NUM_BALLS (in module project_euler.problem_493.sol1) num_bp1 (neural_network.convolution_neural_network.CNN attribute) num_bp2 (neural_network.convolution_neural_network.CNN attribute) num_bp3 (neural_network.convolution_neural_network.CNN attribute) num_buffers (sorts.external_sort.FilesArray attribute) NUM_COLOURS (in module project_euler.problem_493.sol1) num_columns (matrix.matrix_class.Matrix property) num_digits() (in module maths.number_of_digits) num_digits_fast() (in module maths.number_of_digits) num_digits_faster() (in module maths.number_of_digits) num_edges (graphs.minimum_spanning_tree_boruvka.Graph attribute) num_examples (neural_network.input_data._DataSet property) num_keys (other.lfu_cache.LFUCache attribute) (other.lru_cache.LRUCache attribute) num_nodes (graphs.dijkstra_algorithm.Graph attribute) NUM_PRIMES (in module project_euler.problem_077.sol1) num_rows (matrix.matrix_class.Matrix property) num_runs (in module sorts.bubble_sort) NUM_SIDES (maths.monte_carlo_dice.Dice attribute) NUM_SQUARES (in module matrix.validate_sudoku_board) num_vertices (graphs.minimum_spanning_tree_boruvka.Graph attribute) number (in module maths.perfect_number) (in module maths.prime_numbers) (in module maths.special_numbers.carmichael_number) (in module maths.special_numbers.krishnamurthy_number) (in module maths.special_numbers.perfect_number) NUMBER_IMAGES (in module computer_vision.mosaic_augmentation) number_of_cols (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) number_of_divisors() (in module maths.basic_maths) number_of_followers (web_programming.instagram_crawler.InstagramUser property) number_of_followings (web_programming.instagram_crawler.InstagramUser property) number_of_posts (web_programming.instagram_crawler.InstagramUser property) number_of_queues (scheduling.multi_level_feedback_queue.MLFQ attribute) number_of_rows (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) NumberContainer (class in other.number_container_system) NumberingSystem (class in conversions.convert_number_to_words) numbermap (other.number_container_system.NumberContainer attribute) numbers (in module sorts.recursive_insertion_sort) NUMBERS_PLUS_LETTER (in module strings.is_spain_national_id) numbers_to_letter() (ciphers.bifid.BifidCipher method) (ciphers.polybius.PolybiusCipher method) NumberWords (class in conversions.convert_number_to_words) nums (in module backtracking.sum_of_subsets) (in module conversions.octal_to_hexadecimal) (in module dynamic_programming.max_subarray_sum) NWayMerge (class in sorts.external_sort)

O

object_distance() (in module physics.lens_formulae) (in module physics.mirror_formulae) objectives (linear_programming.simplex.Tableau attribute) oct_to_decimal() (in module conversions.octal_to_decimal) octal_to_binary() (in module conversions.octal_to_binary) octal_to_hex() (in module conversions.octal_to_hexadecimal) odd_composites (in module project_euler.problem_046.sol1) ODD_DIGITS (in module project_euler.problem_145.sol1) odd_even_sort() (in module sorts.odd_even_sort) odd_even_transposition() (in module sorts.odd_even_transposition_parallel) (in module sorts.odd_even_transposition_single_threaded) odd_sieve() (in module maths.odd_sieve) oe_process() (in module sorts.odd_even_transposition_parallel) offset (compression.lz77.Token attribute) ohms_law() (in module electronics.ohms_law) one_pence() (in module project_euler.problem_031.sol1) one_pound() (in module project_euler.problem_031.sol1) Onepad (class in ciphers.onepad_cipher) ONES (conversions.convert_number_to_words.NumberWords attribute) op_type (machine_learning.automatic_differentiation.Operation attribute) open_knight_tour() (in module backtracking.knight_tour) open_knight_tour_helper() (in module backtracking.knight_tour) open_nodes (graphs.bidirectional_a_star.AStar attribute) (graphs.greedy_best_first.GreedyBestFirst attribute) opening_filter() (in module computer_vision.haralick_descriptors) OPENWEATHERMAP_API_KEY (in module web_programming.current_weather) OPENWEATHERMAP_URL_BASE (in module web_programming.current_weather) Operation (class in machine_learning.automatic_differentiation) operation (in module ciphers.autokey) OPERATORS (in module data_structures.stacks.postfix_evaluation) optimal_merge_pattern() (in module greedy_methods.optimal_merge_pattern) OpType (class in machine_learning.automatic_differentiation) or_gate() (in module boolean_algebra.or_gate) order (audio_filters.iir_filter.IIRFilter attribute) (matrix.matrix_class.Matrix property) original_image (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) original_text() (in module ciphers.beaufort_cipher) other module other.activity_selection module other.alternative_list_arrange module other.bankers_algorithm module other.davis_putnam_logemann_loveland module other.doomsday module other.fischer_yates_shuffle module

other.gauss_easter module other.graham_scan module other.greedy module other.guess_the_number_search module other.h_index module other.least_recently_used module other.lfu_cache module other.linear_congruential_generator module other.lru_cache module other.magicdiamondpattern module other.majority_vote_algorithm module other.maximum_subsequence module other.nested_brackets module other.number_container_system module other.password module other.quine module other.scoring_algorithm module other.sdes module other.tower_of_hanoi module other.word_search module other_params (machine_learning.automatic_differentiation.Operation attribute) out_degree() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) outbound (graphs.page_rank.Node attribute) output() (in module machine_learning.gradient_descent) output_array (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) OUTPUT_DIR (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) output_history (audio_filters.iir_filter.IIRFilter attribute) output_img (digital_image_processing.dithering.burkes.Burkes attribute) OUTPUT_SIZE (in module computer_vision.mosaic_augmentation) OverFlowError

P

p (data_structures.linked_list.skip_list.SkipList attribute) (in module maths.fermat_little_theorem) P1 (in module scheduling.multi_level_feedback_queue) p_series() (in module maths.series.p_series) padding() (hashes.sha1.SHA1Hash method) page_rank() (in module graphs.page_rank) pairs_with_sum() (in module data_structures.arrays.pairs_with_given_sum) palindromic_string() (in module strings.manacher) pancake_sort() (in module sorts.pancake_sort) par (graphs.dijkstra_algorithm.Graph attribute) par() (graphs.dijkstra_algorithm.PriorityQueue method) param_to (machine_learning.automatic_differentiation.Variable attribute) parameter_vector (in module machine_learning.gradient_descent) params (in module web_programming.crawl_google_scholar_citation) (machine_learning.polynomial_regression.PolynomialRegression attribute) params_space (in module hashes.chaos_machine) parent (data_structures.binary_tree.binary_search_tree.Node attribute) (data_structures.binary_tree.binary_search_tree_recursive.Node attribute) (data_structures.binary_tree.red_black_tree.RedBlackTree attribute) (data_structures.disjoint_set.disjoint_set.Node attribute) (data_structures.heap.binomial_heap.Node attribute) (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.breadth_first_search_shortest_path.Graph attribute) (graphs.greedy_best_first.Node attribute) (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind attribute) (graphs.minimum_spanning_tree_kruskal2.DisjointSetTreeNode attribute) (machine_learning.astar.Cell attribute) (machine_learning.frequent_pattern_growth.TreeNode attribute) parent_index() (data_structures.heap.heap.Heap method) parents (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet attribute) parse_args() (in module digital_image_processing.filters.bilateral_filter) parse_file() (in module compression.huffman) parse_grid() (in module data_structures.arrays.sudoku_solver) parse_memory() (in module sorts.external_sort) parse_roman_numerals() (in module project_euler.problem_089.sol1) parse_token() (in module data_structures.stacks.postfix_evaluation) Parser (class in web_programming.emails_from_url) parser (in module maths.pollard_rho) (in module maths.zellers_congruence) (in module searches.tabu_search) Particle (in module physics.center_of_mass) partition() (in module data_structures.arrays.kth_largest_element) (in module dynamic_programming.integer_partition) (in module project_euler.problem_077.sol1) (in module sorts.intro_sort) partition_graph() (in module graphs.karger) pass_and_relaxation() (in module graphs.bi_directional_dijkstra) PASSING (in module maths.special_numbers.armstrong_numbers) password_generator() (in module other.password) Path (in module graphs.bidirectional_breadth_first_search) (in module graphs.greedy_best_first) path_sum() (data_structures.binary_tree.binary_tree_path_sum.BinaryTreePathSum method) paths (data_structures.binary_tree.binary_tree_path_sum.BinaryTreePathSum attribute) patience_sort() (in module sorts.patience_sort) pattern (in module strings.boyer_moore_search) (in module strings.knuth_morris_pratt) peak (fuzzy_logic.fuzzy_operations.FuzzySet attribute) peak() (in module divide_and_conquer.peak) peak_signal_to_noise_ratio() (in module compression.peak_signal_to_noise_ratio) peek() (data_structures.heap.binomial_heap.BinomialHeap method) (data_structures.heap.min_heap.MinHeap method) (data_structures.stacks.stack.Stack method) (data_structures.stacks.stack_using_two_queues.StackWithQueues method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) peers (in module data_structures.arrays.sudoku_solver) perfect() (in module maths.perfect_number) (in module maths.special_numbers.perfect_number) perfect_cube() (in module maths.perfect_cube) perfect_cube_binary_search() (in module maths.perfect_cube) perfect_square() (in module maths.perfect_square) perfect_square_binary_search() (in module maths.perfect_square) perform_predator_actions() (cellular_automata.wa_tor.WaTor method) perform_prey_actions() (cellular_automata.wa_tor.WaTor method) perimeter (geometry.geometry.Ellipse property) perimeter() (geometry.geometry.Rectangle method) (geometry.geometry.Square method) permute_backtrack() (in module data_structures.arrays.permutations) permute_recursive() (in module data_structures.arrays.permutations) perplexity_loss() (in module machine_learning.loss_functions) peta (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) pheromone_update() (in module graphs.ant_colony_optimization_algorithms) phone (in module strings.is_srilankan_phone_number) physics module physics.altitude_pressure module physics.archimedes_principle_of_buoyant_force module physics.basic_orbital_capture module physics.casimir_effect module physics.center_of_mass module physics.centripetal_force module physics.coulombs_law module physics.doppler_frequency module physics.grahams_law module physics.horizontal_projectile_motion module physics.hubble_parameter module physics.ideal_gas_law module physics.image_data module physics.in_static_equilibrium module physics.kinetic_energy module physics.lens_formulae module physics.lorentz_transformation_four_vector module physics.malus_law module physics.mass_energy_equivalence module physics.mirror_formulae module physics.n_body_simulation module physics.newtons_law_of_gravitation module physics.newtons_second_law_of_motion module physics.photoelectric_effect module physics.potential_energy module physics.rainfall_intensity module physics.reynolds_number module physics.rms_speed_of_molecule module physics.shear_stress module physics.speed_of_sound module physics.speeds_of_gas_molecules module physics.terminal_velocity module pi (graphs.prim.Vertex attribute) PI (in module digital_image_processing.edge_detection.canny) pi() (in module maths.chudnovsky_algorithm) pi_estimator() (in module maths.monte_carlo) pi_estimator_using_area_under_curve() (in module maths.monte_carlo) pico (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) pig_latin() (in module strings.pig_latin) pigeon_sort() (in module sorts.pigeon_sort) pigeonhole_sort() (in module sorts.pigeonhole_sort) pivot() (linear_programming.simplex.Tableau method) PIXEL_MAX (in module compression.peak_signal_to_noise_ratio) place_word() (in module backtracking.crossword_puzzle_solver) plaintext (in module ciphers.fractionated_morse_cipher) (in module ciphers.running_key_cipher) (in module ciphers.vernam_cipher) PLANCK_CONSTANT_EVS (in module physics.photoelectric_effect) PLANCK_CONSTANT_JS (in module physics.photoelectric_effect) planet (cellular_automata.wa_tor.WaTor attribute) plot() (fuzzy_logic.fuzzy_operations.FuzzySet method) (in module fractals.koch_snowflake) (in module physics.n_body_simulation) plot_curve() (graphics.bezier_curve.BezierCurve method) plot_heterogeneity() (in module machine_learning.k_means_clust) plot_histogram() (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch method) plot_loss() (neural_network.back_propagation_neural_network.BPNN method) plot_partition_boundary() (in module machine_learning.sequential_minimum_optimization) plot_preds() (in module machine_learning.local_weighted_learning.local_weighted_learning) plot_runtimes() (in module divide_and_conquer.max_subarray) pluperfect_number() (in module maths.special_numbers.armstrong_numbers) pndvi() (digital_image_processing.index_calculation.IndexCalculation method) Point (class in divide_and_conquer.convex_hull) (class in maths.pi_monte_carlo_estimation) (class in maths.pythagoras) point (data_structures.kd_tree.kd_node.KDNode attribute) Point3d (in module maths.points_are_collinear_3d) points (in module divide_and_conquer.closest_pair_of_points) points_to_polynomial() (in module linear_algebra.src.polynom_for_points) PokerHand (class in project_euler.problem_054.sol1) polar_force() (in module physics.in_static_equilibrium) pollard_rho() (in module maths.pollard_rho) poly (in module maths.polynomial_evaluation) polyA (maths.radix2_fft.FFT attribute) polyB (maths.radix2_fft.FFT attribute) PolybiusCipher (class in ciphers.polybius) Polygon (class in geometry.geometry) polygonal_num() (in module maths.special_numbers.polygonal_numbers) Polynomial (class in maths.polynomials.single_indeterminate_operations) PolynomialRegression (class in machine_learning.polynomial_regression) pooling() (neural_network.convolution_neural_network.CNN method) pop() (data_structures.binary_tree.avl_tree.MyQueue method) (data_structures.heap.max_heap.BinaryHeap method) (data_structures.heap.randomized_heap.RandomizedHeap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.queue.double_ended_queue.Deque method) (data_structures.stacks.stack.Stack method) (data_structures.stacks.stack_using_two_queues.StackWithQueues method) (data_structures.stacks.stack_with_doubly_linked_list.Stack method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) popleft() (data_structures.queue.double_ended_queue.Deque method) populate_current_row() (in module matrix.pascal_triangle) pos (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.dijkstra_algorithm.PriorityQueue attribute) (graphs.greedy_best_first.Node attribute) pos_map (data_structures.heap.heap_generic.Heap attribute) pos_x (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.greedy_best_first.Node attribute) pos_y (graphs.bidirectional_a_star.Node attribute) (graphs.bidirectional_breadth_first_search.Node attribute) (graphs.greedy_best_first.Node attribute) position (machine_learning.astar.Cell attribute) (physics.n_body_simulation.Body property) position_map (graphs.minimum_spanning_tree_prims2.MinPriorityQueue attribute) position_x (physics.n_body_simulation.Body attribute) position_y (physics.n_body_simulation.Body attribute) positions (in module strings.boyer_moore_search) post_init() (geometry.geometry.Rectangle method) post_order() (in module searches.binary_tree_traversal) post_order_iter() (in module searches.binary_tree_traversal) postorder() (in module data_structures.binary_tree.binary_search_tree) (in module data_structures.binary_tree.binary_tree_traversals) postorder_traverse() (data_structures.binary_tree.red_black_tree.RedBlackTree method) potential_energy() (in module physics.potential_energy) power (in module project_euler.problem_016.sol1) POWER (machine_learning.automatic_differentiation.OpType attribute) power() (in module divide_and_conquer.power) (in module maths.power_using_recursion) (in module maths.special_numbers.carmichael_number) power_iteration() (in module linear_algebra.src.power_iteration) power_of_4() (in module bit_manipulation.power_of_4) pre_order() (data_structures.heap.binomial_heap.BinomialHeap method) (in module searches.binary_tree_traversal) pre_order_iter() (in module searches.binary_tree_traversal) precedence() (in module data_structures.stacks.infix_to_postfix_conversion) PRECEDENCES (in module data_structures.stacks.infix_to_postfix_conversion) precision (in module searches.ternary_search) PREDATOR_FOOD_VALUE (in module cellular_automata.wa_tor) PREDATOR_INITIAL_COUNT (in module cellular_automata.wa_tor) PREDATOR_INITIAL_ENERGY_VALUE (in module cellular_automata.wa_tor) PREDATOR_REPRODUCTION_TIME (in module cellular_automata.wa_tor) predict() (machine_learning.decision_tree.DecisionTree method) (machine_learning.gradient_boosting_classifier.GradientBoostingClassifier method) (machine_learning.polynomial_regression.PolynomialRegression method) (machine_learning.sequential_minimum_optimization.SmoSVM method) (machine_learning.support_vector_machines.SVC method) (neural_network.convolution_neural_network.CNN method) (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork method) predict_y_values() (in module machine_learning.linear_discriminant_analysis) predicted_output (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) prediction (machine_learning.decision_tree.DecisionTree attribute) predictions (in module machine_learning.local_weighted_learning.local_weighted_learning) prefix (data_structures.trie.radix_tree.RadixNode attribute) prefix() (data_structures.binary_tree.fenwick_tree.FenwickTree method) prefix_function() (in module strings.prefix_function) prefix_sum (data_structures.arrays.prefix_sum.PrefixSum attribute) PrefixSum (class in data_structures.arrays.prefix_sum) preflow (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor attribute) preorder() (in module data_structures.binary_tree.binary_tree_traversals) preorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) preorder_traverse() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) prepare_grid() (in module fractals.julia_sets) prepare_input() (in module ciphers.playfair_cipher) preprocess() (in module graphs.frequent_pattern_graph_miner) (in module hashes.md5) preprocessed_data (hashes.sha256.SHA256 attribute) preprocessing() (hashes.sha256.SHA256 static method) present_value() (in module financial.present_value) pressure_and_volume_to_temperature() (in module conversions.molecular_chemistry) PRESSURE_CONVERSION (in module conversions.pressure_conversions) pressure_conversion() (in module conversions.pressure_conversions) pressure_of_gas_system() (in module physics.ideal_gas_law) pretty_print() (in module other.magicdiamondpattern) prev (data_structures.queue.circular_queue_linked_list.Node attribute) (data_structures.stacks.stack_with_doubly_linked_list.Node attribute) (other.lfu_cache.DoubleLinkedListNode attribute) (other.lru_cache.DoubleLinkedListNode attribute) prev() (data_structures.binary_tree.fenwick_tree.FenwickTree static method) prev_node (data_structures.queue.double_ended_queue.Deque._Node attribute) previous (data_structures.linked_list.doubly_linked_list.Node attribute) (data_structures.linked_list.doubly_linked_list_two.Node attribute) prey (cellular_automata.wa_tor.Entity attribute) PREY_INITIAL_COUNT (in module cellular_automata.wa_tor) PREY_REPRODUCTION_TIME (in module cellular_automata.wa_tor) price (in module data_structures.stacks.stock_span_problem) price_plus_tax() (in module financial.price_plus_tax) prim() (in module graphs.basic_graphs) (in module graphs.prim) prim_heap() (in module graphs.prim) prime (ciphers.diffie_hellman.DiffieHellman attribute) (in module ciphers.diffie) (in module project_euler.problem_077.sol1) prime_factorization() (in module maths.primelib) prime_factors() (in module maths.basic_maths) (in module maths.prime_factors) prime_generator() (in module project_euler.problem_007.sol3) (in module project_euler.problem_010.sol2) prime_implicant_chart() (in module boolean_algebra.quine_mc_cluskey) prime_sieve() (in module maths.sieve_of_eratosthenes) (in module project_euler.problem_050.sol1) (in module project_euler.problem_051.sol1) (in module project_euler.problem_234.sol1) prime_sieve_eratosthenes() (in module maths.prime_sieve_eratosthenes) primes (in module ciphers.diffie_hellman) (in module project_euler.problem_077.sol1) primes() (in module maths.prime_numbers) primitive_root() (in module ciphers.elgamal_key_generator) prims_algo() (in module graphs.minimum_spanning_tree_prims2) prims_algorithm() (project_euler.problem_107.sol1.Graph method) principal_component_analysis() (in module machine_learning.dimensionality_reduction) print_all() (in module graphs.frequent_pattern_graph_miner) print_array() (in module data_structures.stacks.stock_span_problem) print_binary_search_tree() (in module dynamic_programming.optimal_binary_search_tree) print_dist() (in module graphs.dijkstra_2) print_distance() (in module graphs.bellman_ford) print_graph() (graphs.breadth_first_search.Graph method) (graphs.depth_first_search_2.Graph method) print_linked_list() (in module data_structures.linked_list.rotate_to_the_right) print_list() (data_structures.linked_list.singly_linked_list.LinkedList method) print_matrix() (in module divide_and_conquer.strassen_matrix_multiplication) (in module matrix.rotate_matrix) print_max_activities() (in module other.activity_selection) print_optiomal_solution() (in module dynamic_programming.matrix_chain_order) print_pascal_triangle() (in module matrix.pascal_triangle) print_preorder() (in module data_structures.binary_tree.merge_two_binary_trees) print_queue() (data_structures.binary_tree.avl_tree.MyQueue method) print_results() (in module data_structures.binary_tree.red_black_tree) (in module data_structures.trie.trie) print_solution() (graphs.dijkstra_alternate.Graph method) (in module backtracking.sudoku) print_stack() (data_structures.stacks.stack_with_doubly_linked_list.Stack method) (in module graphs.g_topological_sort) print_tree() (data_structures.trie.radix_tree.RadixNode method) print_words() (in module data_structures.trie.trie) printboard() (in module backtracking.n_queens) prior (data_structures.binary_tree.treap.Node attribute) PriorityQueue (class in graphs.dijkstra_algorithm) (class in graphs.multi_heuristic_astar) prisms_algorithm() (in module graphs.minimum_spanning_tree_prims) procentual_proximity() (in module other.scoring_algorithm) Process (class in scheduling.multi_level_feedback_queue) process() (audio_filters.iir_filter.IIRFilter method) (audio_filters.show_response.FilterType method) (digital_image_processing.dithering.burkes.Burkes method) (digital_image_processing.resize.resize.NearestNeighbour method) process_name (scheduling.multi_level_feedback_queue.Process attribute) process_text() (ciphers.hill_cipher.HillCipher method) process_vertex() (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor method) processed_vectors (in module fractals.koch_snowflake) processes (in module scheduling.first_come_first_served) product (in module web_programming.get_amazon_product_data) (maths.radix2_fft.FFT attribute) product_sum() (in module data_structures.arrays.product_sum) product_sum_array() (in module data_structures.arrays.product_sum) profile_picture_url (web_programming.instagram_crawler.InstagramUser property) profit (in module knapsack.greedy_knapsack) project_euler module project_euler.problem_001 module project_euler.problem_001.sol1 module project_euler.problem_001.sol2 module project_euler.problem_001.sol3 module project_euler.problem_001.sol4 module project_euler.problem_001.sol5 module project_euler.problem_001.sol6 module project_euler.problem_001.sol7 module project_euler.problem_002 module project_euler.problem_002.sol1 module project_euler.problem_002.sol2 module project_euler.problem_002.sol3 module project_euler.problem_002.sol4 module project_euler.problem_002.sol5 module project_euler.problem_003 module project_euler.problem_003.sol1 module project_euler.problem_003.sol2 module project_euler.problem_003.sol3 module project_euler.problem_004 module project_euler.problem_004.sol1 module project_euler.problem_004.sol2 module project_euler.problem_005 module project_euler.problem_005.sol1 module project_euler.problem_005.sol2 module project_euler.problem_006 module project_euler.problem_006.sol1 module project_euler.problem_006.sol2 module project_euler.problem_006.sol3 module project_euler.problem_006.sol4 module project_euler.problem_007 module project_euler.problem_007.sol1 module project_euler.problem_007.sol2 module project_euler.problem_007.sol3 module project_euler.problem_008 module project_euler.problem_008.sol1 module project_euler.problem_008.sol2 module project_euler.problem_008.sol3 module project_euler.problem_009 module project_euler.problem_009.sol1 module project_euler.problem_009.sol2 module project_euler.problem_009.sol3 module project_euler.problem_010 module project_euler.problem_010.sol1 module project_euler.problem_010.sol2 module project_euler.problem_010.sol3 module project_euler.problem_011 module project_euler.problem_011.sol1 module project_euler.problem_011.sol2 module project_euler.problem_012 module project_euler.problem_012.sol1 module project_euler.problem_012.sol2 module project_euler.problem_013 module project_euler.problem_013.sol1 module project_euler.problem_014 module project_euler.problem_014.sol1 module project_euler.problem_014.sol2 module project_euler.problem_015 module project_euler.problem_015.sol1 module project_euler.problem_016 module project_euler.problem_016.sol1 module project_euler.problem_016.sol2 module project_euler.problem_017 module project_euler.problem_017.sol1 module

project_euler.problem_018 module project_euler.problem_018.solution module project_euler.problem_019 module project_euler.problem_019.sol1 module project_euler.problem_020 module project_euler.problem_020.sol1 module project_euler.problem_020.sol2 module project_euler.problem_020.sol3 module project_euler.problem_020.sol4 module project_euler.problem_021 module project_euler.problem_021.sol1 module project_euler.problem_022 module project_euler.problem_022.sol1 module project_euler.problem_022.sol2 module project_euler.problem_023 module project_euler.problem_023.sol1 module project_euler.problem_024 module project_euler.problem_024.sol1 module project_euler.problem_025 module project_euler.problem_025.sol1 module project_euler.problem_025.sol2 module project_euler.problem_025.sol3 module project_euler.problem_026 module project_euler.problem_026.sol1 module project_euler.problem_027 module project_euler.problem_027.sol1 module project_euler.problem_028 module project_euler.problem_028.sol1 module project_euler.problem_029 module project_euler.problem_029.sol1 module project_euler.problem_030 module project_euler.problem_030.sol1 module project_euler.problem_031 module project_euler.problem_031.sol1 module project_euler.problem_031.sol2 module project_euler.problem_032 module project_euler.problem_032.sol32 module project_euler.problem_033 module project_euler.problem_033.sol1 module project_euler.problem_034 module project_euler.problem_034.sol1 module project_euler.problem_035 module project_euler.problem_035.sol1 module project_euler.problem_036 module project_euler.problem_036.sol1 module project_euler.problem_037 module project_euler.problem_037.sol1 module project_euler.problem_038 module project_euler.problem_038.sol1 module project_euler.problem_039 module project_euler.problem_039.sol1 module project_euler.problem_040 module project_euler.problem_040.sol1 module project_euler.problem_041 module project_euler.problem_041.sol1 module project_euler.problem_042 module project_euler.problem_042.solution42 module project_euler.problem_043 module project_euler.problem_043.sol1 module project_euler.problem_044 module project_euler.problem_044.sol1 module project_euler.problem_045 module project_euler.problem_045.sol1 module project_euler.problem_046 module project_euler.problem_046.sol1 module project_euler.problem_047 module project_euler.problem_047.sol1 module project_euler.problem_048 module project_euler.problem_048.sol1 module project_euler.problem_049 module project_euler.problem_049.sol1 module project_euler.problem_050 module project_euler.problem_050.sol1 module project_euler.problem_051 module project_euler.problem_051.sol1 module project_euler.problem_052 module project_euler.problem_052.sol1 module project_euler.problem_053 module project_euler.problem_053.sol1 module project_euler.problem_054 module project_euler.problem_054.sol1 module project_euler.problem_054.test_poker_hand module project_euler.problem_055 module project_euler.problem_055.sol1 module project_euler.problem_056 module project_euler.problem_056.sol1 module project_euler.problem_057 module project_euler.problem_057.sol1 module project_euler.problem_058 module project_euler.problem_058.sol1 module project_euler.problem_059 module project_euler.problem_059.sol1 module project_euler.problem_062 module project_euler.problem_062.sol1 module project_euler.problem_063 module project_euler.problem_063.sol1 module project_euler.problem_064 module project_euler.problem_064.sol1 module project_euler.problem_065 module project_euler.problem_065.sol1 module project_euler.problem_067 module project_euler.problem_067.sol1 module project_euler.problem_067.sol2 module project_euler.problem_068 module project_euler.problem_068.sol1 module project_euler.problem_069 module project_euler.problem_069.sol1 module project_euler.problem_070 module project_euler.problem_070.sol1 module project_euler.problem_071 module project_euler.problem_071.sol1 module project_euler.problem_072 module project_euler.problem_072.sol1 module project_euler.problem_072.sol2 module project_euler.problem_073 module project_euler.problem_073.sol1 module project_euler.problem_074 module project_euler.problem_074.sol1 module project_euler.problem_074.sol2 module project_euler.problem_075 module project_euler.problem_075.sol1 module project_euler.problem_076 module project_euler.problem_076.sol1 module project_euler.problem_077 module project_euler.problem_077.sol1 module project_euler.problem_078 module project_euler.problem_078.sol1 module project_euler.problem_079 module project_euler.problem_079.sol1 module project_euler.problem_080 module project_euler.problem_080.sol1 module project_euler.problem_081 module project_euler.problem_081.sol1 module project_euler.problem_082 module project_euler.problem_082.sol1 module project_euler.problem_085 module project_euler.problem_085.sol1 module project_euler.problem_086 module project_euler.problem_086.sol1 module project_euler.problem_087 module project_euler.problem_087.sol1 module project_euler.problem_089 module project_euler.problem_089.sol1 module project_euler.problem_091 module project_euler.problem_091.sol1 module project_euler.problem_092 module project_euler.problem_092.sol1 module project_euler.problem_094 module project_euler.problem_094.sol1 module project_euler.problem_097 module project_euler.problem_097.sol1 module project_euler.problem_099 module project_euler.problem_099.sol1 module project_euler.problem_100 module project_euler.problem_100.sol1 module project_euler.problem_101 module project_euler.problem_101.sol1 module project_euler.problem_102 module project_euler.problem_102.sol1 module project_euler.problem_104 module project_euler.problem_104.sol1 module project_euler.problem_107 module project_euler.problem_107.sol1 module project_euler.problem_109 module project_euler.problem_109.sol1 module project_euler.problem_112 module project_euler.problem_112.sol1 module project_euler.problem_113 module project_euler.problem_113.sol1 module project_euler.problem_114 module project_euler.problem_114.sol1 module project_euler.problem_115 module project_euler.problem_115.sol1 module project_euler.problem_116 module project_euler.problem_116.sol1 module project_euler.problem_117 module project_euler.problem_117.sol1 module project_euler.problem_119 module project_euler.problem_119.sol1 module project_euler.problem_120 module project_euler.problem_120.sol1 module project_euler.problem_121 module project_euler.problem_121.sol1 module project_euler.problem_123 module project_euler.problem_123.sol1 module project_euler.problem_125 module project_euler.problem_125.sol1 module project_euler.problem_129 module project_euler.problem_129.sol1 module project_euler.problem_131 module project_euler.problem_131.sol1 module project_euler.problem_135 module project_euler.problem_135.sol1 module project_euler.problem_144 module project_euler.problem_144.sol1 module project_euler.problem_145 module project_euler.problem_145.sol1 module project_euler.problem_173 module project_euler.problem_173.sol1 module project_euler.problem_174 module project_euler.problem_174.sol1 module project_euler.problem_180 module project_euler.problem_180.sol1 module project_euler.problem_187 module project_euler.problem_187.sol1 module project_euler.problem_188 module project_euler.problem_188.sol1 module project_euler.problem_191 module project_euler.problem_191.sol1 module project_euler.problem_203 module project_euler.problem_203.sol1 module project_euler.problem_205 module project_euler.problem_205.sol1 module project_euler.problem_206 module project_euler.problem_206.sol1 module project_euler.problem_207 module project_euler.problem_207.sol1 module project_euler.problem_234 module project_euler.problem_234.sol1 module project_euler.problem_301 module project_euler.problem_301.sol1 module project_euler.problem_493 module project_euler.problem_493.sol1 module project_euler.problem_551 module project_euler.problem_551.sol1 module project_euler.problem_587 module project_euler.problem_587.sol1 module project_euler.problem_686 module project_euler.problem_686.sol1 module project_euler.problem_800 module project_euler.problem_800.sol1 module projection() (in module linear_algebra.src.transformations_2d) prompt (in module maths.largest_of_very_large_numbers) (in module maths.pi_monte_carlo_estimation) prompt() (in module searches.binary_tree_traversal) proper_fractions() (in module maths.numerical_analysis.proper_fractions) proth() (in module maths.special_numbers.proth_number) prune() (in module machine_learning.apriori_algorithm) ptr (graphs.dinic.Dinic attribute) pull() (in module hashes.chaos_machine) push() (data_structures.binary_tree.avl_tree.MyQueue method) (data_structures.linked_list.middle_element_of_linked_list.LinkedList method) (data_structures.linked_list.swap_nodes.LinkedList method) (data_structures.stacks.stack.Stack method) (data_structures.stacks.stack_using_two_queues.StackWithQueues method) (data_structures.stacks.stack_with_doubly_linked_list.Stack method) (data_structures.stacks.stack_with_singly_linked_list.LinkedStack method) (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor method) (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) (in module hashes.chaos_machine) PushRelabelExecutor (class in graphs.edmonds_karp_multiple_source_and_sink) put() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (data_structures.queue.linked_queue.LinkedQueue method) (data_structures.queue.queue_by_list.QueueByList method) (data_structures.queue.queue_by_two_stacks.QueueByTwoStacks method) (data_structures.queue.queue_on_pseudo_stack.Queue method) (graphs.multi_heuristic_astar.PriorityQueue method) (other.lfu_cache.LFUCache method) (other.lru_cache.LRUCache method) PUZZLE (in module backtracking.crossword_puzzle_solver) pytests() (in module data_structures.binary_tree.red_black_tree) (in module data_structures.linked_list.skip_list) (in module data_structures.trie.radix_tree) (in module data_structures.trie.trie) pythagorean_triple() (in module project_euler.problem_039.sol1)

Q

q (graphs.dinic.Dinic attribute) qr_householder() (in module maths.qr_decomposition) quadratic_roots() (in module maths.quadratic_equations_complex_numbers) QuadraticProbing (class in data_structures.hashing.quadratic_probing) quantile() (in module data_structures.binary_tree.wavelet_tree) quantum module quantum.q_fourier_transform module quantum_fourier_transform() (in module quantum.q_fourier_transform) query (in module dynamic_programming.smith_waterman) (in module web_programming.open_google_results) query() (data_structures.binary_tree.fenwick_tree.FenwickTree method) (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree method) (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree.SegmentTree method) (in module data_structures.arrays.sparse_table)

query_range() (data_structures.binary_tree.segment_tree_other.SegmentTree method) query_recursive() (data_structures.binary_tree.segment_tree.SegmentTree method) question_function() (in module project_euler.problem_101.sol1) Queue (class in data_structures.queue.queue_on_pseudo_stack) queue (data_structures.queue.priority_queue_using_list.ElementPriorityQueue attribute) QueueByList (class in data_structures.queue.queue_by_list) QueueByTwoStacks (class in data_structures.queue.queue_by_two_stacks) queues (data_structures.queue.priority_queue_using_list.FixedPriorityQueue attribute) quick_select() (in module searches.median_of_medians) (in module searches.quick_select) quick_sort() (in module sorts.quick_sort) (in module sorts.recursive_quick_sort) quick_sort_3partition() (in module sorts.quick_sort_3_partition) quick_sort_lomuto_partition() (in module sorts.quick_sort_3_partition) quote_of_the_day() (in module web_programming.fetch_quotes)

R

r (in module data_structures.heap.min_heap) rabin_karp() (in module strings.rabin_karp) rabin_miller() (in module ciphers.rabin_miller) radians() (in module maths.radians) radius (geometry.geometry.Circle attribute) RADIUS (in module geodesy.haversine_distance) RADIX (in module sorts.radix_sort) radix_sort() (in module sorts.radix_sort) RadixNode (class in data_structures.trie.radix_tree) rainfall_intensity() (in module physics.rainfall_intensity) random() (in module other.password) random_anime_character() (in module web_programming.random_anime_character) random_chars() (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) random_graph() (in module graphs.random_graph_generator) random_level() (data_structures.linked_list.skip_list.SkipList method) random_matrix() (in module linear_algebra.src.lib) random_pivot() (in module divide_and_conquer.kth_order_statistic) random_puzzle() (in module data_structures.arrays.sudoku_solver) random_quotes() (in module web_programming.fetch_quotes) random_unit_square() (maths.pi_monte_carlo_estimation.Point class method) random_vector() (in module linear_algebra.src.lib) RandomizedHeap (class in data_structures.heap.randomized_heap) RandomizedHeapNode (class in data_structures.heap.randomized_heap) range_counting() (in module data_structures.binary_tree.wavelet_tree) rank (data_structures.disjoint_set.disjoint_set.Node attribute) (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind attribute) (graphs.minimum_spanning_tree_kruskal2.DisjointSetTreeNode attribute) rank() (in module data_structures.binary_tree.wavelet_tree) rank_of_matrix() (in module linear_algebra.src.rank_of_matrix) rank_query() (data_structures.binary_tree.fenwick_tree.FenwickTree method) rank_till_index() (in module data_structures.binary_tree.wavelet_tree) rankine_to_celsius() (in module conversions.temperature_conversions) rankine_to_fahrenheit() (in module conversions.temperature_conversions) rankine_to_kelvin() (in module conversions.temperature_conversions) ranks (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet attribute) rate_thre (neural_network.convolution_neural_network.CNN attribute) rate_weight (neural_network.convolution_neural_network.CNN attribute) ratio (greedy_methods.fractional_cover_problem.Item property) ratio_x (digital_image_processing.resize.resize.NearestNeighbour attribute) ratio_y (digital_image_processing.resize.resize.NearestNeighbour attribute) rayleigh_quotient() (in module linear_algebra.src.rayleigh_quotient) rbndvi() (digital_image_processing.index_calculation.IndexCalculation method) reached (graphs.bidirectional_a_star.AStar attribute) (graphs.bidirectional_a_star.BidirectionalAStar attribute) (graphs.bidirectional_breadth_first_search.BidirectionalBreadthFirstSearch attribute) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch attribute) (graphs.greedy_best_first.GreedyBestFirst attribute) reactive_power() (in module electronics.real_and_reactive_power) read_data_sets() (in module neural_network.input_data) read_file_binary() (in module compression.lempel_ziv) (in module compression.lempel_ziv_decompress) read_from_file_and_decrypt() (in module ciphers.rsa_cipher) read_key_file() (in module ciphers.rsa_cipher) read_model() (neural_network.convolution_neural_network.CNN class method) ready_queue (scheduling.multi_level_feedback_queue.MLFQ attribute) real (maths.dual_number_automatic_differentiation.Dual attribute) real_power() (in module electronics.real_and_reactive_power) RealFunc (in module maths.numerical_analysis.newton_raphson) rear (data_structures.queue.circular_queue.CircularQueue attribute) (data_structures.queue.circular_queue_linked_list.CircularQueueLinkedList attribute) (data_structures.queue.linked_queue.LinkedQueue attribute) (other.lfu_cache.DoubleLinkedList attribute) (other.lru_cache.DoubleLinkedList attribute) reaumur_to_celsius() (in module conversions.temperature_conversions) reaumur_to_fahrenheit() (in module conversions.temperature_conversions) reaumur_to_kelvin() (in module conversions.temperature_conversions) reaumur_to_rankine() (in module conversions.temperature_conversions) rec_insertion_sort() (in module sorts.recursive_insertion_sort) rec_linear_search() (in module searches.linear_search) rec_ternary_search() (in module searches.ternary_search) receptor_converter() (in module hashes.hamming_code) recovered (web_programming.covid_stats_via_xpath.CovidData attribute) Rectangle (class in geometry.geometry) recursive_lucas_number() (in module maths.lucas_series) recursive_match() (in module dynamic_programming.regex_match) red (in module sorts.dutch_national_flag_sort) red_edge_ndvi() (digital_image_processing.index_calculation.IndexCalculation method) RedBlackTree (class in data_structures.binary_tree.red_black_tree) reduce() (maths.dual_number_automatic_differentiation.Dual method) REDUCED_PLANCK_CONSTANT (in module physics.casimir_effect) refer() (other.least_recently_used.LRUCache method) reflection() (in module linear_algebra.src.transformations_2d) reflector (in module ciphers.enigma_machine2) (in module hashes.enigma_machine) reformat_hex() (in module hashes.md5) refresh() (sorts.external_sort.FilesArray method) regularization (machine_learning.support_vector_machines.SVC attribute) rehashing() (data_structures.hashing.hash_table.HashTable method) relabel() (graphs.edmonds_karp_multiple_source_and_sink.PushRelabelExecutor method) relu() (in module neural_network.activation_functions.rectified_linear_unit) rem (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) remaining_reproduction_time (cellular_automata.wa_tor.Entity attribute) remove() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.heap.min_heap.MinHeap method) (data_structures.linked_list.LinkedList method) (other.lfu_cache.DoubleLinkedList method) (other.lru_cache.DoubleLinkedList method) remove_digit() (in module maths.remove_digit) remove_duplicates() (in module ciphers.simple_keyword_cypher) (in module strings.remove_duplicate) remove_edge() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) remove_element() (graphs.multi_heuristic_astar.PriorityQueue method) remove_first() (data_structures.linked_list.deque_doubly.LinkedDeque method) remove_last() (data_structures.linked_list.deque_doubly.LinkedDeque method) remove_node_pointers() (data_structures.linked_list.doubly_linked_list_two.LinkedList static method) remove_non_letters() (in module strings.detecting_english_programmatically) remove_pair() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (graphs.directed_and_undirected_weighted_graph.Graph method) remove_prefix() (in module compression.lempel_ziv_decompress) remove_vertex() (graphs.graph_adjacency_list.GraphAdjacencyList method) (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix method) remove_word() (in module backtracking.crossword_puzzle_solver) replace_digits() (ciphers.hill_cipher.HillCipher method) replace_letters() (ciphers.hill_cipher.HillCipher method) report_generator() (in module machine_learning.k_means_clust) res() (in module maths.largest_of_very_large_numbers) reset() (in module hashes.chaos_machine) reset_reproduction_time() (cellular_automata.wa_tor.Entity method) resistor_parallel() (in module electronics.resistor_equivalence) resistor_series() (in module electronics.resistor_equivalence) resonant_frequency() (in module electronics.resonant_frequency) response (in module web_programming.fetch_quotes) Result (class in electronics.electric_power) result (in module backtracking.sum_of_subsets) (in module data_structures.arrays.permutations) (in module graphs.check_bipatrite) result_of (machine_learning.automatic_differentiation.Variable attribute)

retrace_bidirectional_path() (graphs.bidirectional_a_star.BidirectionalAStar method) (graphs.bidirectional_breadth_first_search.BidirectionalBreadthFirstSearch method) retrace_path() (graphs.bidirectional_a_star.AStar method) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch method) (graphs.greedy_best_first.GreedyBestFirst method) retroactive_resolution() (in module linear_algebra.gaussian_elimination) reverse() (data_structures.linked_list.singly_linked_list.LinkedList method) reverse_bit() (in module bit_manipulation.reverse_bits) reverse_bwt() (in module compression.burrows_wheeler) reverse_column() (in module matrix.rotate_matrix) REVERSE_DICT (in module ciphers.fractionated_morse_cipher) (in module ciphers.morse_code) reverse_floyd() (in module other.magicdiamondpattern) reverse_inorder() (in module data_structures.binary_tree.binary_tree_traversals) reverse_k_nodes() (data_structures.linked_list.reverse_k_group.LinkedList method) reverse_letters() (in module strings.reverse_letters) reverse_row() (in module matrix.rotate_matrix) reverse_words() (in module strings.reverse_words) reversible_numbers() (in module project_euler.problem_145.sol1) revise_centroids() (in module machine_learning.k_means_clust) reward (scheduling.job_sequence_with_deadline.Task attribute) reynolds_number() (in module physics.reynolds_number) rgb_to_cmyk() (in module conversions.rgb_cmyk_conversion) rgb_to_gray() (in module digital_image_processing.morphological_operations.dilation_operation) (in module digital_image_processing.morphological_operations.erosion_operation) rgb_to_hsv() (in module conversions.rgb_hsv_conversion) ri() (digital_image_processing.index_calculation.IndexCalculation method) right (compression.huffman.TreeNode attribute) (data_structures.binary_tree.avl_tree.MyNode attribute) (data_structures.binary_tree.basic_binary_tree.Node attribute) (data_structures.binary_tree.binary_search_tree.Node attribute) (data_structures.binary_tree.binary_search_tree_recursive.Node attribute) (data_structures.binary_tree.binary_tree_node_sum.Node attribute) (data_structures.binary_tree.binary_tree_path_sum.Node attribute) (data_structures.binary_tree.binary_tree_traversals.Node attribute) (data_structures.binary_tree.diameter_of_binary_tree.Node attribute) (data_structures.binary_tree.diff_views_of_binary_tree.TreeNode attribute) (data_structures.binary_tree.distribute_coins.TreeNode attribute) (data_structures.binary_tree.flatten_binarytree_to_linkedlist.TreeNode attribute) (data_structures.binary_tree.floor_and_ceiling.Node attribute) (data_structures.binary_tree.is_sorted.Node attribute) (data_structures.binary_tree.is_sum_tree.Node attribute) (data_structures.binary_tree.maximum_sum_bst.TreeNode attribute) (data_structures.binary_tree.merge_two_binary_trees.Node attribute) (data_structures.binary_tree.mirror_binary_tree.Node attribute) (data_structures.binary_tree.red_black_tree.RedBlackTree attribute) (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode attribute) (data_structures.binary_tree.symmetric_tree.Node attribute) (data_structures.binary_tree.treap.Node attribute) (data_structures.binary_tree.wavelet_tree.Node attribute) (data_structures.heap.binomial_heap.Node attribute) (data_structures.heap.randomized_heap.RandomizedHeapNode attribute) (data_structures.heap.skew_heap.SkewNode attribute) (data_structures.kd_tree.kd_node.KDNode attribute) (machine_learning.decision_tree.DecisionTree attribute) (other.graham_scan.Direction attribute) (searches.binary_tree_traversal.TreeNode attribute) (sorts.tree_sort.Node attribute) right() (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree.SegmentTree method) (graphs.dijkstra_algorithm.PriorityQueue method) right_boundary (fuzzy_logic.fuzzy_operations.FuzzySet attribute) right_child (data_structures.binary_tree.inorder_tree_traversal_2022.BinaryTreeNode attribute) right_child_idx() (data_structures.heap.heap.Heap method) right_rotation() (in module data_structures.binary_tree.avl_tree) rl_rotation() (in module data_structures.binary_tree.avl_tree) rms_speed_of_molecule() (in module physics.rms_speed_of_molecule) rmse() (in module machine_learning.scoring_functions) rmsle() (in module machine_learning.scoring_functions) roll() (maths.monte_carlo_dice.Dice method) ROMAN (in module conversions.roman_numerals) roman_to_int() (in module conversions.roman_numerals) root (data_structures.binary_tree.avl_tree.AVLtree attribute) (data_structures.binary_tree.basic_binary_tree.BinaryTree attribute) (data_structures.binary_tree.binary_search_tree.BinarySearchTree attribute) (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree attribute) (data_structures.binary_tree.is_sum_tree.BinaryTree attribute) (data_structures.suffix_tree.suffix_tree.SuffixTree attribute) (in module data_structures.binary_tree.diameter_of_binary_tree) (in module data_structures.binary_tree.flatten_binarytree_to_linkedlist) (maths.radix2_fft.FFT attribute) root_mean_square_error() (in module computer_vision.haralick_descriptors) root_node (in module data_structures.linked_list.has_loop) ror() (hashes.sha256.SHA256 method) rotate() (data_structures.queue.queue_by_list.QueueByList method) (data_structures.queue.queue_on_pseudo_stack.Queue method) (hashes.sha1.SHA1Hash static method) (in module fractals.koch_snowflake) (in module graphics.vector3_for_2d_rendering) rotate_180() (in module matrix.rotate_matrix) rotate_270() (in module matrix.rotate_matrix) rotate_90() (in module matrix.rotate_matrix) rotate_left() (data_structures.binary_tree.red_black_tree.RedBlackTree method) rotate_right() (data_structures.binary_tree.red_black_tree.RedBlackTree method) rotate_to_the_right() (in module data_structures.linked_list.rotate_to_the_right) rotation() (in module linear_algebra.src.transformations_2d) rotator() (in module hashes.enigma_machine) rotor1 (in module ciphers.enigma_machine2) rotor2 (in module ciphers.enigma_machine2) rotor3 (in module ciphers.enigma_machine2) rotor4 (in module ciphers.enigma_machine2) rotor5 (in module ciphers.enigma_machine2) rotor6 (in module ciphers.enigma_machine2) rotor7 (in module ciphers.enigma_machine2) rotor8 (in module ciphers.enigma_machine2) rotor9 (in module ciphers.enigma_machine2) RotorPositionT (in module ciphers.enigma_machine2) RotorSelectionT (in module ciphers.enigma_machine2) round_constants (hashes.sha256.SHA256 attribute) round_robin() (scheduling.multi_level_feedback_queue.MLFQ method) ROW (matrix.count_islands_in_matrix.Matrix attribute) row_idx (linear_programming.simplex.Tableau attribute) rows (in module data_structures.arrays.sudoku_solver) rsafactor() (in module ciphers.rsa_factorization) rule_num (in module cellular_automata.one_dimensional) run() (cellular_automata.wa_tor.WaTor method) (in module cellular_automata.game_of_life) (in module project_euler.problem_047.sol1) run_gradient_descent() (in module machine_learning.gradient_descent) run_length_decode() (in module compression.run_length_encoding) run_length_encode() (in module compression.run_length_encoding) run_linear_regression() (in module machine_learning.linear_regression) run_maze() (in module backtracking.rat_in_maze) run_simplex() (linear_programming.simplex.Tableau method) run_steep_gradient_descent() (in module machine_learning.linear_regression) runge_kutta() (in module maths.numerical_analysis.runge_kutta) runge_kutta_fehlberg_45() (in module maths.numerical_analysis.runge_kutta_fehlberg_45) runge_kutta_gills() (in module maths.numerical_analysis.runge_kutta_gills) running_key_decrypt() (in module ciphers.running_key_cipher) running_key_encrypt() (in module ciphers.running_key_cipher) rvi() (digital_image_processing.index_calculation.IndexCalculation method)

S

S (in module data_structures.stacks.stock_span_problem) s (in module dynamic_programming.palindrome_partitioning) s() (digital_image_processing.index_calculation.IndexCalculation method) sample_data (in module machine_learning.lstm.lstm_prediction) samples (machine_learning.sequential_minimum_optimization.SmoSVM attribute) sarimax_predictor() (in module machine_learning.forecasting.run) save_apod() (in module web_programming.nasa_data) save_image() (in module web_programming.random_anime_character) save_model() (neural_network.convolution_neural_network.CNN method) scalar_multiply() (in module matrix.matrix_operation) SCALE_RANGE (in module computer_vision.mosaic_augmentation) scaled_exponential_linear_unit() (in module neural_network.activation_functions.scaled_exponential_linear_unit) scaling() (in module linear_algebra.src.transformations_2d) scheduling module scheduling.first_come_first_served module scheduling.highest_response_ratio_next module scheduling.job_sequence_with_deadline module scheduling.job_sequencing_with_deadline module scheduling.multi_level_feedback_queue module scheduling.non_preemptive_shortest_job_first module scheduling.round_robin module scheduling.shortest_job_first module schur_complement() (in module linear_algebra.src.schur_complement) score() (searches.hill_climbing.SearchProblem method) score_function() (in module dynamic_programming.smith_waterman) sdbm() (in module hashes.sdbm) search() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTree method) (data_structures.binary_tree.red_black_tree.RedBlackTree method) (data_structures.suffix_tree.suffix_tree.SuffixTree method) (graphs.bidirectional_a_star.AStar method) (graphs.bidirectional_a_star.BidirectionalAStar method) (graphs.bidirectional_breadth_first_search.BidirectionalBreadthFirstSearch method) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch method) (graphs.greedy_best_first.GreedyBestFirst method) (in module data_structures.arrays.sudoku_solver) (in module graphs.a_star) (in module project_euler.problem_049.sol1) (in module searches.double_linear_search_recursion) search_anime_episode_list() (in module web_programming.fetch_anime_and_play) search_buffer_size (compression.lz77.LZ77Compressor attribute) search_in() (strings.aho_corasick.Automaton method) search_in_a_sorted_matrix() (in module matrix.searching_in_sorted_matrix) search_scraper() (in module web_programming.fetch_anime_and_play) searches module searches (in module searches.binary_search) searches.binary_search module searches.binary_tree_traversal module searches.double_linear_search module searches.double_linear_search_recursion module searches.exponential_search module searches.fibonacci_search module searches.hill_climbing module searches.interpolation_search module searches.jump_search module searches.linear_search module searches.median_of_medians module searches.quick_select module searches.sentinel_linear_search module searches.simple_binary_search module searches.simulated_annealing module searches.tabu_search module searches.ternary_search module SearchProblem (class in searches.hill_climbing) secant_method() (in module maths.numerical_analysis.secant_method) second_effusion_rate() (in module physics.grahams_law) second_hidden_layer_and_output_layer_weights (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork attribute) second_molar_mass() (in module physics.grahams_law) second_signal (electronics.circular_convolution.CircularConvolution attribute) seed (other.linear_congruential_generator.LinearCongruentialGenerator attribute) seed() (in module cellular_automata.game_of_life) segment_tree (data_structures.binary_tree.lazy_segment_tree.SegmentTree attribute) SegmentTree (class in data_structures.binary_tree.lazy_segment_tree) (class in data_structures.binary_tree.non_recursive_segment_tree) (class in data_structures.binary_tree.segment_tree) (class in data_structures.binary_tree.segment_tree_other) SegmentTreeNode (class in data_structures.binary_tree.segment_tree_other) select() (in module genetic_algorithm.basic_string) (sorts.external_sort.NWayMerge method) selection() (in module boolean_algebra.quine_mc_cluskey) selection_sort() (in module sorts.selection_sort) SelfOrganizingMap (class in machine_learning.self_organizing_map) semi_perfect() (in module maths.special_numbers.weird_number) send_file() (in module file_transfer.send_file) send_slack_message() (in module web_programming.slack_message) sentence_to_title_case() (in module strings.title) sentinel_linear_search() (in module searches.sentinel_linear_search) seq (in module backtracking.all_subsequences) sequence (dynamic_programming.fibonacci.Fibonacci attribute) (in module backtracking.all_permutations) sequence_2 (in module backtracking.all_permutations) set (graphs.multi_heuristic_astar.PriorityQueue attribute) set_a (in module maths.jaccard_similarity) set_bit() (in module bit_manipulation.single_bit_manipulation_operations) set_coefficients() (audio_filters.iir_filter.IIRFilter method) set_color() (in module fractals.vicsek) set_component() (graphs.boruvka.Graph method) set_counts (data_structures.disjoint_set.alternate_disjoint_set.DisjointSet attribute) set_data() (data_structures.binary_tree.avl_tree.MyNode method) set_fail_transitions() (strings.aho_corasick.Automaton method) set_head() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) set_height() (data_structures.binary_tree.avl_tree.MyNode method) set_left() (data_structures.binary_tree.avl_tree.MyNode method) set_matricies() (digital_image_processing.index_calculation.IndexCalculation method) set_maximum_flow_algorithm() (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork method) set_planet() (cellular_automata.wa_tor.WaTor method) set_position() (graphs.minimum_spanning_tree_prims.Heap method) set_right() (data_structures.binary_tree.avl_tree.MyNode method) set_side() (geometry.geometry.Polygon method) set_tail() (data_structures.linked_list.doubly_linked_list_two.LinkedList method) setup (in module data_structures.stacks.next_greater_element) setUp() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) SHA1Hash (class in hashes.sha1) SHA256 (class in hashes.sha256) SHA256HashTest (class in hashes.sha256) shear_stress() (in module physics.shear_stress) shell_sort() (in module sorts.shell_sort) (in module sorts.shrink_shell_sort) sherman_morrison() (matrix.sherman_morrison.Matrix method) SHORT (conversions.convert_number_to_words.NumberingSystem attribute) short_distance (in module graphs.dijkstra), [1], [2] short_side_length (geometry.geometry.Rectangle attribute) shortest_path() (graphs.breadth_first_search_shortest_path.Graph method) show() (machine_learning.astar.Gridworld method) show_bits() (in module bit_manipulation.swap_all_odd_and_even_bits) show_data() (data_structures.binary_tree.segment_tree.SegmentTree method) show_distances() (graphs.dijkstra_algorithm.Graph method) show_frequency_response() (in module audio_filters.show_response) show_graph() (graphs.dijkstra_algorithm.Graph method) show_image() (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch method) show_min() (dynamic_programming.floyd_warshall.Graph method) show_path() (graphs.dijkstra_algorithm.Graph method) show_phase_response() (in module audio_filters.show_response) show_results() (in module fractals.julia_sets) showcell() (machine_learning.astar.Cell method) shuffled() (in module data_structures.arrays.sudoku_solver) ShuffledShiftCipher (class in ciphers.shuffled_shift_cipher) sibling (data_structures.binary_tree.red_black_tree.RedBlackTree property) Side (class in geometry.geometry) sides (geometry.geometry.Polygon attribute) (maths.monte_carlo_dice.Dice attribute) sieve (in module project_euler.problem_035.sol1) sieve() (in module maths.segmented_sieve) (in module project_euler.problem_123.sol1) sieve_er() (in module maths.primelib) sift_down() (data_structures.heap.min_heap.MinHeap method) sift_up() (data_structures.heap.min_heap.MinHeap method) sig() (neural_network.convolution_neural_network.CNN method) sigmoid() (in module maths.sigmoid) (in module neural_network.activation_functions.gaussian_error_linear_unit) (in module neural_network.activation_functions.swish) (in module neural_network.back_propagation_neural_network) (in module neural_network.two_hidden_layers_neural_network) sigmoid_derivative() (in module neural_network.two_hidden_layers_neural_network) sigmoid_function() (in module machine_learning.logistic_regression) (in module neural_network.simple_neural_network) sigmoid_linear_unit() (in module neural_network.activation_functions.swish) signature() (in module strings.anagrams) significant_figures_color_values (in module electronics.resistor_color_code) signum() (in module maths.signum) similarity_search() (in module machine_learning.similarity_search) simple_fibonacci() (in module maths.matrix_exponentiation) simple_fibonacci_time() (in module maths.matrix_exponentiation) simple_interest() (in module financial.interest) simple_moving_average() (in module financial.simple_moving_average) simplify() (in module maths.simultaneous_linear_equation_solver) simplify_fraction() (in module maths.primelib) simplify_kmap() (in module boolean_algebra.karnaugh_map_simplification) simpson_integration() (in module maths.numerical_analysis.integration_by_simpson_approx) simulate() (in module cellular_automata.nagel_schrekenberg) simulated_annealing() (in module searches.simulated_annealing) sin() (in module maths.sin) sink (in module graphs.dinic) sink_index (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork attribute) (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) SIUnit (class in conversions.prefix_conversions) (class in conversions.prefix_conversions_string) size (data_structures.binary_tree.lazy_segment_tree.SegmentTree attribute) (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree attribute) (data_structures.hashing.bloom_filter.Bloom attribute) (data_structures.heap.binomial_heap.BinomialHeap attribute) (data_structures.heap.heap_generic.Heap attribute) (data_structures.linked_list.LinkedList attribute) (data_structures.queue.circular_queue.CircularQueue attribute) (graphs.breadth_first_search_zero_one_shortest_path.AdjacencyList property) (physics.n_body_simulation.Body attribute) size() (data_structures.queue.queue_on_pseudo_stack.Queue method) (data_structures.stacks.stack.Stack method) size_pooling1 (neural_network.convolution_neural_network.CNN attribute) size_table (data_structures.hashing.hash_table.HashTable attribute) sk (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch attribute) SkewHeap (class in data_structures.heap.skew_heap) SkewNode (class in data_structures.heap.skew_heap) SkipList (class in data_structures.linked_list.skip_list) slow_calculate_prime_numbers() (in module project_euler.problem_187.sol1) slow_primes() (in module maths.prime_numbers) slow_reversible_numbers() (in module project_euler.problem_145.sol1) slow_solution() (in module project_euler.problem_145.sol1) (in module project_euler.problem_187.sol1) slowsort() (in module sorts.slowsort) small_tree() (data_structures.binary_tree.basic_binary_tree.BinaryTree class method) smallest_prime_factor() (in module maths.primelib) smallest_range() (in module greedy_methods.smallest_range) smith_waterman() (in module dynamic_programming.smith_waterman) smooth_l1_loss() (in module machine_learning.loss_functions) SmoSVM (class in machine_learning.sequential_minimum_optimization) snake_to_camel_case() (in module strings.snake_case_to_camel_pascal_case) sobel_filter() (in module digital_image_processing.filters.sobel_filter) soboleva_modified_hyperbolic_tangent() (in module neural_network.activation_functions.soboleva_modified_hyperbolic_tangent) sock_merchant() (in module maths.sock_merchant) softening_factor (physics.n_body_simulation.BodySystem attribute) softmax() (in module maths.softmax) softplus() (in module neural_network.activation_functions.softplus) solovay_strassen() (in module maths.solovay_strassen_primality_test) solution (in module backtracking.n_queens) (in module backtracking.sudoku) solution() (in module project_euler.problem_001.sol1) (in module project_euler.problem_001.sol2) (in module project_euler.problem_001.sol3) (in module project_euler.problem_001.sol4) (in module project_euler.problem_001.sol5) (in module project_euler.problem_001.sol6) (in module project_euler.problem_001.sol7) (in module project_euler.problem_002.sol1) (in module project_euler.problem_002.sol2) (in module project_euler.problem_002.sol3) (in module project_euler.problem_002.sol4) (in module project_euler.problem_002.sol5) (in module project_euler.problem_003.sol1) (in module project_euler.problem_003.sol2) (in module project_euler.problem_003.sol3) (in module project_euler.problem_004.sol1) (in module project_euler.problem_004.sol2) (in module project_euler.problem_005.sol1) (in module project_euler.problem_005.sol2) (in module project_euler.problem_006.sol1) (in module project_euler.problem_006.sol2) (in module project_euler.problem_006.sol3) (in module project_euler.problem_006.sol4) (in module project_euler.problem_007.sol1) (in module project_euler.problem_007.sol2) (in module project_euler.problem_007.sol3) (in module project_euler.problem_008.sol1) (in module project_euler.problem_008.sol2) (in module project_euler.problem_008.sol3) (in module project_euler.problem_009.sol1) (in module project_euler.problem_009.sol2) (in module project_euler.problem_009.sol3) (in module project_euler.problem_010.sol1) (in module project_euler.problem_010.sol2) (in module project_euler.problem_010.sol3) (in module project_euler.problem_011.sol1) (in module project_euler.problem_011.sol2) (in module project_euler.problem_012.sol1) (in module project_euler.problem_012.sol2) (in module project_euler.problem_013.sol1) (in module project_euler.problem_014.sol1) (in module project_euler.problem_014.sol2) (in module project_euler.problem_015.sol1) (in module project_euler.problem_016.sol1) (in module project_euler.problem_016.sol2) (in module project_euler.problem_017.sol1) (in module project_euler.problem_018.solution) (in module project_euler.problem_019.sol1) (in module project_euler.problem_020.sol1) (in module project_euler.problem_020.sol2) (in module project_euler.problem_020.sol3) (in module project_euler.problem_020.sol4) (in module project_euler.problem_021.sol1) (in module project_euler.problem_022.sol1) (in module project_euler.problem_022.sol2) (in module project_euler.problem_023.sol1) (in module project_euler.problem_024.sol1) (in module project_euler.problem_025.sol1) (in module project_euler.problem_025.sol2) (in module project_euler.problem_025.sol3) (in module project_euler.problem_026.sol1) (in module project_euler.problem_027.sol1) (in module project_euler.problem_028.sol1) (in module project_euler.problem_029.sol1) (in module project_euler.problem_030.sol1) (in module project_euler.problem_031.sol1) (in module project_euler.problem_031.sol2) (in module project_euler.problem_032.sol32) (in module project_euler.problem_033.sol1) (in module project_euler.problem_034.sol1) (in module project_euler.problem_035.sol1) (in module project_euler.problem_036.sol1) (in module project_euler.problem_037.sol1) (in module project_euler.problem_038.sol1) (in module project_euler.problem_039.sol1) (in module project_euler.problem_040.sol1) (in module project_euler.problem_041.sol1) (in module project_euler.problem_042.solution42) (in module project_euler.problem_043.sol1) (in module project_euler.problem_044.sol1) (in module project_euler.problem_045.sol1) (in module project_euler.problem_046.sol1) (in module project_euler.problem_047.sol1) (in module project_euler.problem_048.sol1) (in module project_euler.problem_049.sol1) (in module project_euler.problem_050.sol1) (in module project_euler.problem_051.sol1) (in module project_euler.problem_052.sol1) (in module project_euler.problem_053.sol1) (in module project_euler.problem_054.sol1) (in module project_euler.problem_055.sol1) (in module project_euler.problem_056.sol1) (in module project_euler.problem_057.sol1) (in module project_euler.problem_058.sol1) (in module project_euler.problem_059.sol1) (in module project_euler.problem_062.sol1) (in module project_euler.problem_063.sol1) (in module project_euler.problem_064.sol1) (in module project_euler.problem_065.sol1) (in module project_euler.problem_067.sol1) (in module project_euler.problem_067.sol2) (in module project_euler.problem_068.sol1) (in module project_euler.problem_069.sol1) (in module project_euler.problem_070.sol1) (in module project_euler.problem_071.sol1) (in module project_euler.problem_072.sol1) (in module project_euler.problem_072.sol2) (in module project_euler.problem_073.sol1) (in module project_euler.problem_074.sol1) (in module project_euler.problem_074.sol2) (in module project_euler.problem_075.sol1) (in module project_euler.problem_076.sol1) (in module project_euler.problem_077.sol1) (in module project_euler.problem_078.sol1) (in module project_euler.problem_079.sol1) (in module project_euler.problem_080.sol1) (in module project_euler.problem_081.sol1) (in module project_euler.problem_082.sol1) (in module project_euler.problem_085.sol1) (in module project_euler.problem_086.sol1) (in module project_euler.problem_087.sol1) (in module project_euler.problem_089.sol1) (in module project_euler.problem_091.sol1) (in module project_euler.problem_092.sol1) (in module project_euler.problem_094.sol1) (in module project_euler.problem_097.sol1) (in module project_euler.problem_099.sol1) (in module project_euler.problem_100.sol1) (in module project_euler.problem_101.sol1) (in module project_euler.problem_102.sol1) (in module project_euler.problem_104.sol1) (in module project_euler.problem_107.sol1) (in module project_euler.problem_109.sol1) (in module project_euler.problem_112.sol1) (in module project_euler.problem_113.sol1) (in module project_euler.problem_114.sol1) (in module project_euler.problem_115.sol1) (in module project_euler.problem_116.sol1) (in module project_euler.problem_117.sol1) (in module project_euler.problem_119.sol1) (in module project_euler.problem_120.sol1) (in module project_euler.problem_121.sol1) (in module project_euler.problem_123.sol1) (in module project_euler.problem_125.sol1) (in module project_euler.problem_129.sol1) (in module project_euler.problem_131.sol1) (in module project_euler.problem_135.sol1) (in module project_euler.problem_144.sol1) (in module project_euler.problem_145.sol1) (in module project_euler.problem_173.sol1) (in module project_euler.problem_174.sol1) (in module project_euler.problem_180.sol1) (in module project_euler.problem_187.sol1) (in module project_euler.problem_188.sol1) (in module project_euler.problem_191.sol1) (in module project_euler.problem_203.sol1) (in module project_euler.problem_205.sol1) (in module project_euler.problem_206.sol1) (in module project_euler.problem_207.sol1) (in module project_euler.problem_234.sol1) (in module project_euler.problem_301.sol1) (in module project_euler.problem_493.sol1) (in module project_euler.problem_551.sol1) (in module project_euler.problem_587.sol1) (in module project_euler.problem_686.sol1) (in module project_euler.problem_800.sol1)

solution_fast() (in module project_euler.problem_009.sol1) solution_times() (in module maths.triplet_sum) solve() (in module backtracking.n_queens) (in module backtracking.power_sum) (in module data_structures.arrays.sudoku_solver) (in module project_euler.problem_101.sol1) solve_all() (in module data_structures.arrays.sudoku_solver) solve_crossword() (in module backtracking.crossword_puzzle_solver) solve_linear_system() (in module linear_algebra.src.gaussian_elimination_pivoting) solve_maze() (in module backtracking.rat_in_maze) solve_simultaneous() (in module maths.simultaneous_linear_equation_solver) solved() (in module data_structures.arrays.sudoku_solver) solver (in module dynamic_programming.edit_distance) some() (in module data_structures.arrays.sudoku_solver) sort (in module sorts.topological_sort) sort() (in module sorts.intro_sort) (sorts.external_sort.ExternalSort method) SORTED_HANDS (in module project_euler.problem_054.test_poker_hand) SortedLinkedList (class in data_structures.linked_list.merge_two_lists) sortlist_2d() (in module sorts.merge_insertion_sort) sorts module sorts.bead_sort module sorts.binary_insertion_sort module sorts.bitonic_sort module sorts.bogo_sort module sorts.bubble_sort module sorts.bucket_sort module sorts.circle_sort module sorts.cocktail_shaker_sort module sorts.comb_sort module sorts.counting_sort module sorts.cycle_sort module sorts.double_sort module sorts.dutch_national_flag_sort module sorts.exchange_sort module sorts.external_sort module sorts.gnome_sort module sorts.heap_sort module sorts.insertion_sort module sorts.intro_sort module sorts.iterative_merge_sort module sorts.merge_insertion_sort module sorts.merge_sort module sorts.msd_radix_sort module sorts.natural_sort module sorts.odd_even_sort module sorts.odd_even_transposition_parallel module sorts.odd_even_transposition_single_threaded module sorts.pancake_sort module sorts.patience_sort module sorts.pigeon_sort module sorts.pigeonhole_sort module sorts.quick_sort module sorts.quick_sort_3_partition module sorts.radix_sort module sorts.recursive_insertion_sort module sorts.recursive_mergesort_array module sorts.recursive_quick_sort module sorts.selection_sort module sorts.shell_sort module sorts.shrink_shell_sort module sorts.slowsort module sorts.stooge_sort module sorts.strand_sort module sorts.tim_sort module sorts.topological_sort module sorts.tree_sort module sorts.unknown_sort module sorts.wiggle_sort module source (in module graphs.dinic) source_index (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork attribute) (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) source_vertex (graphs.breadth_first_search_shortest_path.Graph attribute) speed_chart (in module conversions.speed_conversions) speed_chart_inverse (in module conversions.speed_conversions) SPEED_OF_LIGHT (in module physics.casimir_effect) speed_of_sound_in_a_fluid() (in module physics.speed_of_sound) spiral_print_clockwise() (in module matrix.spiral_print) spiral_traversal() (in module matrix.spiral_print) split() (in module data_structures.binary_tree.treap) (in module strings.split) (sorts.external_sort.FileSplitter method) split_and_add() (in module project_euler.problem_020.sol1) split_blocks() (hashes.sha1.SHA1Hash method) split_input() (in module strings.string_switch_case) split_matrix() (in module divide_and_conquer.strassen_matrix_multiplication) SQUARE (ciphers.bifid.BifidCipher attribute) (ciphers.polybius.PolybiusCipher attribute) Square (class in geometry.geometry) SQUARE (in module ciphers.bifid) (in module ciphers.polybius) square_root_iterative() (in module maths.numerical_analysis.square_root) square_zero_matrix() (in module linear_algebra.src.lib) squareplus() (in module neural_network.activation_functions.squareplus) squares (in module data_structures.arrays.sudoku_solver) src_h (digital_image_processing.resize.resize.NearestNeighbour attribute) src_w (digital_image_processing.resize.resize.NearestNeighbour attribute) SSL (in module data_structures.linked_list.merge_two_lists) st (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree attribute) (data_structures.binary_tree.segment_tree.SegmentTree attribute) stable_matching() (in module graphs.gale_shapley_bigraph) Stack (class in data_structures.stacks.stack) (class in data_structures.stacks.stack_with_doubly_linked_list) (class in sorts.patience_sort) stack (data_structures.queue.queue_on_pseudo_stack.Queue attribute) (data_structures.stacks.stack.Stack attribute) (in module data_structures.stacks.stack_using_two_queues) (in module data_structures.stacks.stack_with_doubly_linked_list) (in module graphs.g_topological_sort) StackOverflowError StackUnderflowError StackWithQueues (class in data_structures.stacks.stack_using_two_queues) standard_deviation() (in module maths.joint_probability_distribution) standardization() (in module machine_learning.data_transformations) start (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) (data_structures.suffix_tree.suffix_tree_node.SuffixTreeNode attribute) (graphs.bidirectional_a_star.AStar attribute) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch attribute) (graphs.greedy_best_first.GreedyBestFirst attribute) (in module data_structures.arrays.sudoku_solver) (in module graphs.multi_heuristic_astar) (in module other.activity_selection) start_time (in module strings.word_patterns) step_2() (maths.numerical_analysis.adams_bashforth.AdamsBashforth method) step_3() (maths.numerical_analysis.adams_bashforth.AdamsBashforth method) step_4() (maths.numerical_analysis.adams_bashforth.AdamsBashforth method) step_5() (maths.numerical_analysis.adams_bashforth.AdamsBashforth method) step_conv1 (neural_network.convolution_neural_network.CNN attribute) step_size (maths.numerical_analysis.adams_bashforth.AdamsBashforth attribute) (searches.hill_climbing.SearchProblem attribute) stock_price() (in module web_programming.current_stock_price) stock_prices (in module financial.exponential_moving_average) stooge() (in module sorts.stooge_sort) stooge_sort() (in module sorts.stooge_sort) stop_iter (linear_programming.simplex.Tableau attribute) stop_time (scheduling.multi_level_feedback_queue.Process attribute) str_eval() (in module project_euler.problem_008.sol3) straight (other.graham_scan.Direction attribute) strand_sort() (in module sorts.strand_sort) strassen() (in module divide_and_conquer.strassen_matrix_multiplication) stream_handler (in module matrix.tests.test_matrix_operation) stretch() (digital_image_processing.histogram_equalization.histogram_stretch.ConstantStretch method) strictly_diagonally_dominant() (in module linear_algebra.jacobi_iteration_method) strings module strings.aho_corasick module strings.alternative_string_arrange module strings.anagrams module strings.autocomplete_using_trie module strings.barcode_validator module strings.bitap_string_match module strings.boyer_moore_search module strings.camel_case_to_snake_case module strings.can_string_be_rearranged_as_palindrome module strings.capitalize module strings.check_anagrams module strings.count_vowels module strings.credit_card_validator module strings.damerau_levenshtein_distance module strings.detecting_english_programmatically module strings.dna module strings.edit_distance module strings.frequency_finder module strings.hamming_distance module strings.indian_phone_validator module strings.is_contains_unique_chars module strings.is_isogram module strings.is_pangram module strings.is_polish_national_id module strings.is_spain_national_id module strings.is_srilankan_phone_number module strings.is_valid_email_address module strings.jaro_winkler module strings.join module strings.knuth_morris_pratt module strings.levenshtein_distance module strings.lower module strings.manacher module strings.min_cost_string_conversion module strings.naive_string_search module strings.ngram module strings.palindrome module strings.pig_latin module strings.prefix_function module strings.rabin_karp module strings.remove_duplicate module strings.reverse_letters module strings.reverse_words module strings.snake_case_to_camel_pascal_case module strings.split module strings.string_switch_case module strings.strip module strings.text_justification module strings.title module strings.top_k_frequent_words module strings.upper module strings.wave module strings.wildcard_pattern_matching module strings.word_occurrence module strings.word_patterns module strings.z_function module strip() (in module strings.strip) strongly_connected_components() (in module graphs.strongly_connected_components) SUB (machine_learning.automatic_differentiation.OpType attribute) subset_combinations() (in module dynamic_programming.subset_generation) subtract() (in module matrix.matrix_operation) sudoku() (in module backtracking.sudoku) suffix_link (data_structures.suffix_tree.suffix_tree_node.SuffixTreeNode attribute) SuffixTree (class in data_structures.suffix_tree.suffix_tree) SuffixTreeNode (class in data_structures.suffix_tree.suffix_tree_node) sum_32() (in module hashes.md5) sum_digit_factorials() (in module project_euler.problem_074.sol1) sum_digits() (in module project_euler.problem_065.sol1) sum_of_digit_factorial() (in module project_euler.problem_034.sol1) sum_of_digits() (in module maths.special_numbers.harshad_numbers) (in module maths.sum_of_digits) sum_of_digits_compact() (in module maths.sum_of_digits) sum_of_digits_recursion() (in module maths.sum_of_digits) sum_of_divisors() (in module maths.basic_maths) (in module project_euler.problem_021.sol1) sum_of_geometric_progression() (in module maths.sum_of_geometric_progression) sum_of_harmonic_progression() (in module maths.sum_of_harmonic_series) sum_of_series() (in module maths.sum_of_arithmetic_series) sum_of_square_error() (in module machine_learning.linear_regression) sum_reverse() (in module project_euler.problem_055.sol1) summarize_book() (in module web_programming.search_books_by_isbn) summary() (neural_network.back_propagation_neural_network.BPNN method) summation_of_cost_derivative() (in module machine_learning.gradient_descent) sumset() (in module maths.sumset) support (machine_learning.sequential_minimum_optimization.SmoSVM property) support_vector_regressor() (in module machine_learning.forecasting.run) suppress_non_maximum() (in module digital_image_processing.edge_detection.canny) surface_area_cone() (in module maths.area) surface_area_conical_frustum() (in module maths.area) surface_area_cube() (in module maths.area) surface_area_cuboid() (in module maths.area) surface_area_cylinder() (in module maths.area) surface_area_hemisphere() (in module maths.area) surface_area_sphere() (in module maths.area) surface_area_torus() (in module maths.area) SVC (class in machine_learning.support_vector_machines) swap() (graphs.dijkstra_algorithm.PriorityQueue method) (in module data_structures.binary_tree.lowest_common_ancestor) swap_nodes() (data_structures.linked_list.swap_nodes.LinkedList method) swap_odd_even_bits() (in module bit_manipulation.swap_all_odd_and_even_bits) swish() (in module neural_network.activation_functions.swish) sylvester() (in module maths.sylvester_sequence) SYMBOLS (in module ciphers.affine_cipher) (in module project_euler.problem_089.sol1)

T

T (in module conversions.prefix_conversions_string) t (in module data_structures.binary_tree.avl_tree) T (in module data_structures.binary_tree.non_recursive_segment_tree) (in module data_structures.heap.heap) (in module data_structures.heap.randomized_heap) (in module data_structures.heap.skew_heap) (in module data_structures.stacks.stack) (in module data_structures.stacks.stack_with_doubly_linked_list) (in module data_structures.stacks.stack_with_singly_linked_list) (in module electronics.builtin_voltage) (in module graphs.graph_adjacency_list) (in module graphs.graph_adjacency_matrix) (in module graphs.graph_list) (in module graphs.minimum_spanning_tree_kruskal2) (in module graphs.minimum_spanning_tree_prims2) t (in module graphs.multi_heuristic_astar) (in module hashes.chaos_machine) T (in module other.least_recently_used) (in module other.lfu_cache) (in module other.lru_cache) (in module searches.jump_search) (in module sorts.insertion_sort) Tableau (class in linear_programming.simplex) tableau (linear_programming.simplex.Tableau attribute) tabu_search() (in module searches.tabu_search) TAG (in module machine_learning.k_means_clust) tags (machine_learning.sequential_minimum_optimization.SmoSVM attribute) tail (data_structures.binary_tree.avl_tree.MyQueue attribute) (data_structures.linked_list.circular_linked_list.CircularLinkedList attribute) (data_structures.linked_list.doubly_linked_list.DoublyLinkedList attribute) (data_structures.linked_list.doubly_linked_list_two.LinkedList attribute) (data_structures.linked_list.print_reverse.LinkedList attribute) tangent_hyperbolic() (in module maths.tanh) target (data_structures.binary_tree.binary_tree_path_sum.BinaryTreePathSum attribute) (graphs.bidirectional_a_star.AStar attribute) (graphs.bidirectional_breadth_first_search.BreadthFirstSearch attribute) (graphs.greedy_best_first.GreedyBestFirst attribute) (in module dynamic_programming.combination_sum_iv) target_str (in module genetic_algorithm.basic_string) tarjan() (in module graphs.tarjans_scc) Task (class in scheduling.job_sequence_with_deadline) task (dynamic_programming.bitmask.AssignmentUsingBitmask attribute) task_id (scheduling.job_sequence_with_deadline.Task attribute) TEENS (conversions.convert_number_to_words.NumberWords attribute) temp_input_value() (in module other.guess_the_number_search) temp_queue (data_structures.stacks.stack_using_two_queues.StackWithQueues attribute) temperature (in module physics.rms_speed_of_molecule) temperature_coeffecient_color_values (in module electronics.resistor_color_code) temperature_of_gas_system() (in module physics.ideal_gas_law) ten_pence() (in module project_euler.problem_031.sol1) TENS (conversions.convert_number_to_words.NumberWords attribute) tense (in module other.gauss_easter) tera (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) term_frequency() (in module machine_learning.word_frequency_functions) terminal_velocity() (in module physics.terminal_velocity) Test (class in knapsack.tests.test_knapsack) (class in linear_algebra.src.test_linear_algebra) (class in maths.prime_check) test (in module machine_learning.multilayer_perceptron_classifier) (neural_network.input_data._Datasets attribute) test() (in module data_structures.arrays.sudoku_solver) test1() (in module matrix.sherman_morrison) test__add__matrix() (linear_algebra.src.test_linear_algebra.Test method) test__mul__matrix() (linear_algebra.src.test_linear_algebra.Test method) test__sub__matrix() (linear_algebra.src.test_linear_algebra.Test method) test_abs_val() (in module maths.abs) test_add() (linear_algebra.src.test_linear_algebra.Test method) test_add_and_remove_edges_repeatedly() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_add_and_remove_vertices_repeatedly() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_add_edge() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_add_edge_exception_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_add_vertex_exception_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_add_vertices() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_addition() (in module matrix.tests.test_matrix_operation) test_allocated_res_table (in module other.bankers_algorithm) test_array (in module data_structures.binary_tree.non_recursive_segment_tree) (in module data_structures.binary_tree.wavelet_tree) test_axpy() (linear_algebra.src.test_linear_algebra.Test method) test_base_case() (knapsack.tests.test_knapsack.Test method) test_build_kdtree() (in module data_structures.kd_tree.tests.test_kdtree) test_burkes() (in module digital_image_processing.test_digital_image_processing) test_cancer_data() (in module machine_learning.sequential_minimum_optimization) test_canny() (in module digital_image_processing.test_digital_image_processing) test_change_component() (linear_algebra.src.test_linear_algebra.Test method) test_change_component_matrix() (linear_algebra.src.test_linear_algebra.Test method) test_change_contrast() (in module digital_image_processing.test_digital_image_processing) TEST_CHARACTER_TO_NUMBER (in module ciphers.trifid_cipher) test_circular_linked_list() (in module data_structures.linked_list.circular_linked_list) test_claim_vector (in module other.bankers_algorithm) test_cofactor() (linear_algebra.src.test_linear_algebra.Test method) TEST_COMPARE (in module project_euler.problem_054.test_poker_hand) test_compare_random() (in module project_euler.problem_054.test_poker_hand) test_compare_simple() (in module project_euler.problem_054.test_poker_hand) test_component() (linear_algebra.src.test_linear_algebra.Test method) test_component_matrix() (linear_algebra.src.test_linear_algebra.Test method) test_conjugate_gradient() (in module linear_algebra.src.conjugate_gradient) test_contains_edge() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_contains_edge_exception_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_contains_vertex() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_convert_to_negative() (in module digital_image_processing.test_digital_image_processing) test_convolve_filter() (in module digital_image_processing.test_digital_image_processing) test_copy() (linear_algebra.src.test_linear_algebra.Test method) test_custom_sort_five_high_straight() (in module project_euler.problem_054.test_poker_hand) test_data (in module machine_learning.gradient_descent) (in module strings.palindrome) test_data_even (in module data_structures.linked_list.merge_two_lists) test_data_odd (in module data_structures.linked_list.merge_two_lists) test_delete_doesnt_leave_dead_nodes() (in module data_structures.linked_list.skip_list) test_delete_removes_only_given_key() (in module data_structures.linked_list.skip_list) test_deleted_items_are_not_founded_by_find_method() (in module data_structures.linked_list.skip_list) test_deleting_item_from_empty_list_do_nothing() (in module data_structures.linked_list.skip_list) test_demonstration() (in module machine_learning.sequential_minimum_optimization) test_determinant() (linear_algebra.src.test_linear_algebra.Test method) test_disjoint_set() (in module data_structures.disjoint_set.disjoint_set) test_doubly_linked_list() (in module data_structures.linked_list.doubly_linked_list) test_easy_case() (knapsack.tests.test_knapsack.Test method) test_edge_cases() (in module data_structures.kd_tree.tests.test_kdtree) test_empty() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_end_to_end() (in module ciphers.shuffled_shift_cipher) test_euclidean_length() (linear_algebra.src.test_linear_algebra.Test method) test_euler_project() (in module project_euler.problem_054.test_poker_hand) test_exists() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_expression (in module data_structures.stacks.prefix_evaluation) test_f1() (in module searches.hill_climbing) (in module searches.simulated_annealing) test_fetch_github_info() (in module web_programming.test_fetch_github_info) TEST_FIVE_HIGH_STRAIGHT (in module project_euler.problem_054.test_poker_hand) test_floor_ceil() (in module data_structures.binary_tree.red_black_tree) TEST_FLUSH (in module project_euler.problem_054.test_poker_hand) test_gen_gaussian_kernel() (in module digital_image_processing.test_digital_image_processing) test_gen_gaussian_kernel_filter() (in module digital_image_processing.test_digital_image_processing) test_get_max_label() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_get_min_label() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_gradient_descent() (in module machine_learning.gradient_descent) TEST_GRAPH (in module graphs.karger) test_graph (in module networking_flow.minimum_cut) test_graph_1 (in module graphs.connected_components) (in module graphs.strongly_connected_components) test_graph_2 (in module graphs.connected_components) (in module graphs.strongly_connected_components) test_greedy() (in module other.greedy) TEST_GRIDS (in module graphs.greedy_best_first) test_grids (in module matrix.count_negative_numbers_in_sorted_matrix) test_hand_is_five_high_straight() (in module project_euler.problem_054.test_poker_hand) test_hand_is_flush() (in module project_euler.problem_054.test_poker_hand) test_hand_is_same_kind() (in module project_euler.problem_054.test_poker_hand) test_hand_is_straight() (in module project_euler.problem_054.test_poker_hand) test_hand_sorted() (in module project_euler.problem_054.test_poker_hand) test_hand_values() (in module project_euler.problem_054.test_poker_hand) test_hash_map_is_the_same_as_dict() (in module data_structures.hashing.tests.test_hash_map) test_heap() (in module data_structures.heap.heap_generic) test_identity() (in module matrix.tests.test_matrix_operation) test_improper_a_b_dimensions() (linear_algebra.src.schur_complement.TestSchurComplement method) test_improper_b_c_dimensions() (linear_algebra.src.schur_complement.TestSchurComplement method) test_init_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_inorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_inputs (maths.least_common_multiple.TestLeastCommonMultiple attribute) test_insert() (in module data_structures.binary_tree.red_black_tree) (in module data_structures.linked_list.skip_list) test_insert_and_search() (in module data_structures.binary_tree.red_black_tree) test_insert_delete() (in module data_structures.binary_tree.red_black_tree) test_insert_overrides_existing_value() (in module data_structures.linked_list.skip_list) test_insertion_speed() (in module data_structures.binary_tree.red_black_tree) test_instagram_user() (in module web_programming.instagram_crawler) test_is_empty() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_iter_always_yields_sorted_values() (in module data_structures.linked_list.skip_list) TEST_KIND (in module project_euler.problem_054.test_poker_hand) test_knapsack() (knapsack.tests.test_knapsack.Test method) test_kruskal_successful_result() (in module graphs.tests.test_min_spanning_tree_kruskal) test_lcm_function() (maths.least_common_multiple.TestLeastCommonMultiple method) test_linear_discriminant_analysis() (in module machine_learning.dimensionality_reduction) test_linear_kernel() (in module machine_learning.sequential_minimum_optimization) test_local_binary_pattern() (in module digital_image_processing.test_digital_image_processing) test_match_hashes() (hashes.sha256.SHA256HashTest method) test_maximum_claim_table (in module other.bankers_algorithm) test_median_filter() (in module digital_image_processing.test_digital_image_processing) test_miller_rabin() (in module ciphers.deterministic_miller_rabin) test_min_max() (in module data_structures.binary_tree.red_black_tree) test_minor() (linear_algebra.src.test_linear_algebra.Test method) test_motion() (in module physics.horizontal_projectile_motion) test_mul() (linear_algebra.src.test_linear_algebra.Test method) test_multiple_calls_five_high_straight() (in module project_euler.problem_054.test_poker_hand) test_multiplication() (in module matrix.tests.test_matrix_operation) test_nearest_neighbour() (in module digital_image_processing.test_digital_image_processing) test_nearest_neighbour_search() (in module data_structures.kd_tree.tests.test_kdtree)

test_negative_max_weight() (knapsack.tests.test_greedy_knapsack.TestClass method) test_negative_profit_value() (knapsack.tests.test_greedy_knapsack.TestClass method) test_negative_weight_value() (knapsack.tests.test_greedy_knapsack.TestClass method) test_no_new_methods_was_added_to_api() (in module data_structures.hashing.tests.test_hash_map) test_not_primes() (maths.prime_check.Test method) test_null_max_weight() (knapsack.tests.test_greedy_knapsack.TestClass method) TEST_NUMBER_TO_CHARACTER (in module ciphers.trifid_cipher) test_power_iteration() (in module linear_algebra.src.power_iteration) test_preorder_traversal() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_prim_successful_result() (in module graphs.tests.test_min_spanning_tree_prim) test_primes() (maths.prime_check.Test method) test_principal_component_analysis() (in module machine_learning.dimensionality_reduction) test_put() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_rabin_karp() (in module strings.rabin_karp) test_rbf_kernel() (in module machine_learning.sequential_minimum_optimization) test_remove() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_remove_2() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) test_remove_edge() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_remove_edge_exception_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_remove_vertex_exception_check() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_remove_vertices() (graphs.graph_adjacency_list.TestGraphAdjacencyList method) (graphs.graph_adjacency_matrix.TestGraphMatrix method) test_rotations() (in module data_structures.binary_tree.red_black_tree) test_running_key_encrypt() (in module ciphers.running_key_cipher) test_scalar_multiply() (in module matrix.tests.test_matrix_operation) test_schur_complement() (linear_algebra.src.schur_complement.TestSchurComplement method) test_search() (data_structures.binary_tree.binary_search_tree_recursive.BinarySearchTreeTest method) (in module data_structures.linked_list.skip_list) test_search_empty_pattern() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) test_search_existing_patterns() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) test_search_full_text() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) test_search_non_existing_patterns() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) test_search_substrings() (data_structures.suffix_tree.tests.test_suffix_tree.TestSuffixTree method) test_searching_empty_list_returns_none() (in module data_structures.linked_list.skip_list) test_send_file_running_as_expected() (in module file_transfer.tests.test_send_file) test_sepia() (in module digital_image_processing.test_digital_image_processing) test_sha1_hash() (in module hashes.sha1) test_signum() (in module maths.signum) test_singly_linked_list() (in module data_structures.linked_list.singly_linked_list) test_singly_linked_list_2() (in module data_structures.linked_list.singly_linked_list) test_size() (linear_algebra.src.test_linear_algebra.Test method) test_sobel_filter() (in module digital_image_processing.test_digital_image_processing) test_sorted() (knapsack.tests.test_greedy_knapsack.TestClass method) test_square_zero_matrix() (linear_algebra.src.test_linear_algebra.Test method) test_stack() (in module data_structures.stacks.stack) test_str() (linear_algebra.src.test_linear_algebra.Test method) test_str_matrix() (linear_algebra.src.test_linear_algebra.Test method) TEST_STRAIGHT (in module project_euler.problem_054.test_poker_hand) test_sub() (linear_algebra.src.test_linear_algebra.Test method) test_subtraction() (in module matrix.tests.test_matrix_operation) test_transpose() (in module matrix.tests.test_matrix_operation) test_tree_chaining() (in module data_structures.binary_tree.red_black_tree) test_tree_traversal() (in module data_structures.binary_tree.red_black_tree) test_trie() (in module data_structures.trie.radix_tree) (in module data_structures.trie.trie) TEST_TYPES (in module project_euler.problem_054.test_poker_hand) test_unequal_list_length() (knapsack.tests.test_greedy_knapsack.TestClass method) test_unit_basis_vector() (linear_algebra.src.test_linear_algebra.Test method) test_vector() (in module graphs.boruvka) (in module graphs.prim) test_zero_vector() (linear_algebra.src.test_linear_algebra.Test method) TestClass (class in knapsack.tests.test_greedy_knapsack) TestDecisionTree (class in machine_learning.decision_tree) TestGraphAdjacencyList (class in graphs.graph_adjacency_list) TestGraphMatrix (class in graphs.graph_adjacency_matrix) TESTING (in module web_programming.currency_converter) TestLeastCommonMultiple (class in maths.least_common_multiple) tests (in module backtracking.all_combinations) tests() (in module linear_algebra.src.rayleigh_quotient) TestSchurComplement (class in linear_algebra.src.schur_complement) TestSuffixTree (class in data_structures.suffix_tree.tests.test_suffix_tree) text (data_structures.suffix_tree.suffix_tree.SuffixTree attribute) (in module strings.boyer_moore_search) text_from_bits() (in module hashes.hamming_code) text_justification() (in module strings.text_justification) text_to_bits() (in module hashes.hamming_code) tf_idf() (in module machine_learning.word_frequency_functions) tf_k_means_cluster() (in module dynamic_programming.k_means_clustering_tensorflow) Things (class in other.greedy) thre_bp2 (neural_network.convolution_neural_network.CNN attribute) thre_bp3 (neural_network.convolution_neural_network.CNN attribute) thre_conv1 (neural_network.convolution_neural_network.CNN attribute) three_sum() (in module maths.three_sum) three_way_radix_quicksort() (in module sorts.quick_sort_3_partition) threshold (digital_image_processing.dithering.burkes.Burkes attribute) throw_dice() (in module maths.monte_carlo_dice) tim_sort() (in module sorts.tim_sort) time_chart (in module conversions.time_conversions) time_chart_inverse (in module conversions.time_conversions) time_factor (physics.n_body_simulation.BodySystem attribute) time_func() (in module maths.fibonacci) time_max_subarray() (in module divide_and_conquer.max_subarray) time_passed (cellular_automata.wa_tor.WaTor attribute) time_slices (scheduling.multi_level_feedback_queue.MLFQ attribute) times (in module maths.triplet_sum) to_camel_case() (in module strings.string_switch_case) to_complex_case() (in module strings.string_switch_case) to_factor (conversions.length_conversion.FromTo attribute) (conversions.pressure_conversions.FromTo attribute) (conversions.volume_conversions.FromTo attribute) to_int (ciphers.hill_cipher.HillCipher attribute) to_kebab_case() (in module strings.string_switch_case) to_little_endian() (in module hashes.md5) to_ndarray() (machine_learning.automatic_differentiation.Variable method) to_pascal_case() (in module strings.string_switch_case) to_simple_case() (in module strings.string_switch_case) to_snake_case() (in module strings.string_switch_case) to_sorted_list() (data_structures.heap.randomized_heap.RandomizedHeap method) to_title_case() (in module strings.title) TODAY (in module web_programming.get_top_billionaires) Token (class in compression.lz77) tolerance_color_values (in module electronics.resistor_color_code) top (data_structures.stacks.stack_with_singly_linked_list.LinkedStack attribute) top() (data_structures.heap.randomized_heap.RandomizedHeap method) (data_structures.heap.skew_heap.SkewHeap method) (data_structures.stacks.stack_with_doubly_linked_list.Stack method) top_down_cut_rod() (in module dynamic_programming.rod_cutting) top_k_frequent_words() (in module strings.top_k_frequent_words) top_show() (graphs.multi_heuristic_astar.PriorityQueue method) top_to_bottom() (graphs.minimum_spanning_tree_prims.Heap method) topo() (in module graphs.basic_graphs) topological_sort() (graphs.directed_and_undirected_weighted_graph.DirectedGraph method) (in module graphs.g_topological_sort) (in module graphs.kahns_algorithm_topo) (in module sorts.topological_sort) topology_sort() (in module graphs.strongly_connected_components) total_frequency_distribution() (in module project_euler.problem_205.sol1) total_tasks (dynamic_programming.bitmask.AssignmentUsingBitmask attribute) (in module dynamic_programming.bitmask) total_time() (in module physics.horizontal_projectile_motion) totient() (in module maths.eulers_totient) TPos (in module graphs.multi_heuristic_astar) TPosition (in module graphs.bidirectional_a_star) traceback() (in module dynamic_programming.smith_waterman) track_edge() (in module digital_image_processing.edge_detection.canny) train (neural_network.input_data._Datasets attribute) train() (machine_learning.decision_tree.DecisionTree method) (neural_network.back_propagation_neural_network.BPNN method) (neural_network.convolution_neural_network.CNN method) (neural_network.two_hidden_layers_neural_network.TwoHiddenLayerNeuralNetwork method) train_data (in module machine_learning.gradient_descent) train_mse (neural_network.back_propagation_neural_network.BPNN attribute) transform() (in module computer_vision.haralick_descriptors) (in module physics.lorentz_transformation_four_vector) transformation_matrix() (in module physics.lorentz_transformation_four_vector) transition() (graphs.markov_chain.MarkovChainGraphUndirectedUnweighted method) translate_message() (in module ciphers.mono_alphabetic_ciphers) (in module ciphers.simple_substitution_cipher) (in module ciphers.vigenere_cipher) transpose() (in module matrix.matrix_operation) (in module matrix.rotate_matrix) (matrix.sherman_morrison.Matrix method) trapezoidal_area() (in module maths.area_under_curve) (in module maths.numerical_analysis.numerical_integration) trapped_rainwater() (in module dynamic_programming.trapped_water) traversal_tree() (data_structures.binary_tree.binary_search_tree.BinarySearchTree method) traverse() (data_structures.binary_tree.segment_tree_other.SegmentTree method) traverse_tree() (in module compression.huffman) tree (data_structures.binary_tree.binary_tree_node_sum.BinaryTreeNodeSum attribute) (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree attribute) (in module data_structures.binary_tree.is_sorted) (in module data_structures.binary_tree.is_sum_tree) (in module graphs.even_tree) tree1 (in module data_structures.binary_tree.merge_two_binary_trees) tree_sort() (in module sorts.tree_sort) TreeNode (class in compression.huffman) (class in data_structures.binary_tree.diff_views_of_binary_tree) (class in data_structures.binary_tree.distribute_coins) (class in data_structures.binary_tree.flatten_binarytree_to_linkedlist) (class in data_structures.binary_tree.maximum_sum_bst) (class in data_structures.binary_tree.serialize_deserialize_binary_tree) (class in machine_learning.frequent_pattern_growth) (class in searches.binary_tree_traversal) triangle() (in module fractals.sierpinski_triangle) triangle_number_generator() (in module project_euler.problem_012.sol2) triangular_number() (in module maths.special_numbers.triangular_numbers) TRIANGULAR_NUMBERS (in module project_euler.problem_042.solution42) tribonacci() (in module dynamic_programming.tribonacci) Trie (class in strings.autocomplete_using_trie) trie (in module strings.autocomplete_using_trie) TrieNode (class in data_structures.trie.trie) triplet_sum1() (in module maths.triplet_sum) triplet_sum2() (in module maths.triplet_sum) truth_table() (in module boolean_algebra.nor_gate) try_key() (in module project_euler.problem_059.sol1) turnaround_time (scheduling.multi_level_feedback_queue.Process attribute) tvi() (digital_image_processing.index_calculation.IndexCalculation method) twenty_pence() (in module project_euler.problem_031.sol1) twin_prime() (in module maths.twin_prime) two_pence() (in module project_euler.problem_031.sol1) two_pointer() (in module maths.two_pointer) two_pound() (in module project_euler.problem_031.sol1) two_sum() (in module maths.two_sum) TwoHiddenLayerNeuralNetwork (class in neural_network.two_hidden_layers_neural_network) twos_complement() (in module bit_manipulation.binary_twos_complement) TYPE_CONVERSION (in module conversions.length_conversion)

U

U (in module other.lfu_cache) (in module other.lru_cache) ucal() (in module maths.numerical_analysis.newton_forward_interpolation) ugly_numbers() (in module maths.special_numbers.ugly_numbers) UNARY_OP_SYMBOLS (in module data_structures.stacks.postfix_evaluation) unbound (machine_learning.sequential_minimum_optimization.SmoSVM property) UnderFlowError union() (fuzzy_logic.fuzzy_operations.FuzzySet method) (graphs.boruvka.Graph method) (graphs.minimum_spanning_tree_boruvka.Graph.UnionFind method) (graphs.minimum_spanning_tree_kruskal2.DisjointSetTree method) union_set() (in module data_structures.disjoint_set.disjoint_set) unique_prime_factors() (in module project_euler.problem_047.sol1) unit_basis_vector() (in module linear_algebra.src.lib) UNIT_SYMBOL (in module conversions.astronomical_length_scale_conversion) unitlist (in module data_structures.arrays.sudoku_solver) units (in module data_structures.arrays.sudoku_solver) (neural_network.back_propagation_neural_network.DenseLayer attribute) UNIVERSAL_GAS_CONSTANT (in module physics.ideal_gas_law) (in module physics.rms_speed_of_molecule) unshift() (sorts.external_sort.FilesArray method) unsorted (in module sorts.double_sort) update() (data_structures.binary_tree.fenwick_tree.FenwickTree method) (data_structures.binary_tree.lazy_segment_tree.SegmentTree method) (data_structures.binary_tree.maximum_fenwick_tree.MaxFenwickTree method) (data_structures.binary_tree.non_recursive_segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree.SegmentTree method) (data_structures.binary_tree.segment_tree_other.SegmentTree method) (in module cellular_automata.nagel_schrekenberg) (machine_learning.self_organizing_map.SelfOrganizingMap method) update_header() (in module machine_learning.frequent_pattern_growth) update_image_and_anno() (in module computer_vision.flip_augmentation) (in module computer_vision.mosaic_augmentation) update_item() (data_structures.heap.heap_generic.Heap method) update_key() (graphs.minimum_spanning_tree_prims2.MinPriorityQueue method) update_position() (physics.n_body_simulation.Body method) update_recursive() (data_structures.binary_tree.segment_tree.SegmentTree method) update_step() (in module physics.n_body_simulation) update_system() (physics.n_body_simulation.BodySystem method) update_tree() (in module machine_learning.frequent_pattern_growth) update_velocity() (physics.n_body_simulation.Body method) update_waiting_time() (scheduling.multi_level_feedback_queue.MLFQ method) upf_len() (in module project_euler.problem_047.sol1) upper() (in module strings.upper) url (in module web_programming.crawl_google_results) (in module web_programming.fetch_jobs) (in module web_programming.instagram_pic) (in module web_programming.instagram_video)

URL (in module web_programming.random_anime_character) url (web_programming.instagram_crawler.InstagramUser attribute) URL_BASE (in module web_programming.currency_converter) urls (web_programming.emails_from_url.Parser attribute) usage_doc (in module cellular_automata.game_of_life) user_data (web_programming.instagram_crawler.InstagramUser attribute) user_input (in module divide_and_conquer.heaps_algorithm) (in module divide_and_conquer.heaps_algorithm_iterative) (in module searches.exponential_search) (in module searches.jump_search) (in module searches.linear_search) (in module searches.sentinel_linear_search) (in module searches.simple_binary_search) (in module searches.ternary_search) (in module sorts.binary_insertion_sort) (in module sorts.bitonic_sort) (in module sorts.bogo_sort) (in module sorts.circle_sort) (in module sorts.cocktail_shaker_sort) (in module sorts.comb_sort) (in module sorts.counting_sort) (in module sorts.dutch_national_flag_sort) (in module sorts.exchange_sort) (in module sorts.gnome_sort) (in module sorts.heap_sort) (in module sorts.insertion_sort) (in module sorts.intro_sort) (in module sorts.iterative_merge_sort) (in module sorts.merge_insertion_sort) (in module sorts.merge_sort) (in module sorts.pancake_sort) (in module sorts.patience_sort) (in module sorts.pigeon_sort) (in module sorts.quick_sort) (in module sorts.quick_sort_3_partition) (in module sorts.selection_sort) (in module sorts.shell_sort) (in module sorts.stooge_sort) (in module sorts.unknown_sort) user_num (in module maths.prime_sieve_eratosthenes) USER_TOKEN (in module web_programming.fetch_github_info) username (web_programming.instagram_crawler.InstagramUser property) util_color() (in module backtracking.coloring) util_hamilton_cycle() (in module backtracking.hamiltonian_cycle)

V

V (in module graphs.bellman_ford) (in module graphs.dijkstra_2) v (in module graphs.graphs_floyd_warshall) val (data_structures.binary_tree.diff_views_of_binary_tree.TreeNode attribute) (data_structures.binary_tree.maximum_sum_bst.TreeNode attribute) (data_structures.binary_tree.segment_tree_other.SegmentTreeNode attribute) (data_structures.hashing.hash_map._Item attribute) (data_structures.heap.binomial_heap.Node attribute) (data_structures.heap.min_heap.Node attribute) (data_structures.linked_list.is_palindrome.ListNode attribute) (data_structures.queue.double_ended_queue.Deque._Node attribute) VAL (in module data_structures.hashing.hash_map) val (in module dynamic_programming.knapsack) (other.lfu_cache.DoubleLinkedListNode attribute) (other.lru_cache.DoubleLinkedListNode attribute) (sorts.tree_sort.Node attribute) valid() (in module graphs.multi_heuristic_astar) VALID_CHARS (in module project_euler.problem_059.sol1) valid_coloring() (in module backtracking.coloring) valid_colors (in module electronics.resistor_color_code) valid_connection() (in module backtracking.hamiltonian_cycle) valid_input() (in module machine_learning.linear_discriminant_analysis) VALID_INTS (in module project_euler.problem_059.sol1) valid_terms (in module web_programming.reddit) validate() (in module physics.grahams_law) (in module project_euler.problem_037.sol1) validate_credit_card_number() (in module strings.credit_card_validator) validate_grid() (in module matrix.count_negative_numbers_in_sorted_matrix) validate_indices() (matrix.sherman_morrison.Matrix method) validate_initial_digits() (in module strings.credit_card_validator) validation (neural_network.input_data._Datasets attribute) value (data_structures.binary_tree.binary_search_tree.Node attribute) (data_structures.binary_tree.binary_tree_node_sum.Node attribute) (data_structures.binary_tree.binary_tree_path_sum.Node attribute) (data_structures.binary_tree.merge_two_binary_trees.Node attribute) (data_structures.binary_tree.mirror_binary_tree.Node attribute) (data_structures.binary_tree.serialize_deserialize_binary_tree.TreeNode attribute) (data_structures.binary_tree.treap.Node attribute) (data_structures.heap.randomized_heap.RandomizedHeapNode property) (data_structures.heap.skew_heap.SkewNode property) (data_structures.linked_list.skip_list.Node attribute) (electronics.electric_power.Result attribute) (graphs.deep_clone_graph.Node attribute) (greedy_methods.fractional_cover_problem.Item attribute) (in module maths.special_numbers.proth_number) (machine_learning.automatic_differentiation.Variable attribute) (other.greedy.Things attribute) value_weight() (other.greedy.Things method) values (data_structures.hashing.hash_table.HashTable attribute) (in module conversions.decimal_to_hexadecimal)

Variable (class in machine_learning.automatic_differentiation) variance() (in module maths.joint_probability_distribution) vec_gaussian() (in module digital_image_processing.filters.bilateral_filter) Vector (class in linear_algebra.src.lib) (in module maths.euclidean_distance) Vector3d (in module maths.points_are_collinear_3d) VECTOR_1 (in module fractals.koch_snowflake) VECTOR_2 (in module fractals.koch_snowflake) VECTOR_3 (in module fractals.koch_snowflake) vector_product() (in module project_euler.problem_102.sol1) VectorOut (in module maths.euclidean_distance) velocity (physics.n_body_simulation.Body property) velocity_x (physics.n_body_simulation.Body attribute) velocity_y (physics.n_body_simulation.Body attribute) vernam_decrypt() (in module ciphers.vernam_cipher) vernam_encrypt() (in module ciphers.vernam_cipher) Vertex (class in graphs.prim) vertex (graphs.depth_first_search_2.Graph attribute) vertex_to_index (graphs.graph_adjacency_matrix.GraphAdjacencyMatrix attribute) vertices (graphs.breadth_first_search.Graph attribute) (graphs.dijkstra_alternate.Graph attribute) (in module sorts.topological_sort) (project_euler.problem_107.sol1.Graph attribute) vertices_count (graphs.edmonds_karp_multiple_source_and_sink.FlowNetwork attribute) verticies_count (graphs.edmonds_karp_multiple_source_and_sink.FlowNetworkAlgorithmExecutor attribute) visited (in module graphs.g_topological_sort) visualise() (in module cellular_automata.wa_tor) visualise_word_search() (in module other.word_search) viterbi() (in module dynamic_programming.viterbi) vji (neural_network.convolution_neural_network.CNN attribute) vol_circular_cylinder() (in module maths.volume) vol_cone() (in module maths.volume) vol_conical_frustum() (in module maths.volume) vol_cube() (in module maths.volume) vol_cuboid() (in module maths.volume) vol_hemisphere() (in module maths.volume) vol_hollow_circular_cylinder() (in module maths.volume) vol_icosahedron() (in module maths.volume) vol_prism() (in module maths.volume) vol_pyramid() (in module maths.volume) vol_right_circ_cone() (in module maths.volume) vol_sphere() (in module maths.volume) vol_spheres_intersect() (in module maths.volume) vol_spheres_union() (in module maths.volume) vol_spherical_cap() (in module maths.volume) vol_torus() (in module maths.volume) volume_conversion() (in module conversions.volume_conversions) volume_of_gas_system() (in module physics.ideal_gas_law) VT (in module data_structures.linked_list.skip_list)

W

w (dynamic_programming.floyd_warshall.Graph attribute) (machine_learning.astar.Gridworld attribute) W1 (in module graphs.multi_heuristic_astar) W2 (in module graphs.multi_heuristic_astar) w_conv1 (neural_network.convolution_neural_network.CNN attribute) waiting_time (scheduling.multi_level_feedback_queue.Process attribute) warp() (in module computer_vision.horn_schunck) WaTor (class in cellular_automata.wa_tor) wave() (in module strings.wave) WEATHERSTACK_API_KEY (in module web_programming.current_weather) WEATHERSTACK_URL_BASE (in module web_programming.current_weather) web_programming module web_programming.co2_emission module web_programming.covid_stats_via_xpath module web_programming.crawl_google_results module web_programming.crawl_google_scholar_citation module web_programming.currency_converter module web_programming.current_stock_price module web_programming.current_weather module web_programming.daily_horoscope module web_programming.download_images_from_google_query module web_programming.emails_from_url module web_programming.fetch_anime_and_play module web_programming.fetch_bbc_news module web_programming.fetch_github_info module web_programming.fetch_jobs module web_programming.fetch_quotes module web_programming.fetch_well_rx_price module web_programming.get_amazon_product_data module web_programming.get_imdb_top_250_movies_csv module web_programming.get_ip_geolocation module web_programming.get_top_billionaires module web_programming.get_top_hn_posts module web_programming.giphy module web_programming.instagram_crawler module web_programming.instagram_pic module web_programming.instagram_video module web_programming.nasa_data module

web_programming.open_google_results module web_programming.random_anime_character module web_programming.recaptcha_verification module web_programming.reddit module web_programming.search_books_by_isbn module web_programming.slack_message module web_programming.test_fetch_github_info module web_programming.world_covid19_stats module website (web_programming.instagram_crawler.InstagramUser property) WEEK_DAY_NAMES (in module other.doomsday) weight (graphs.breadth_first_search_zero_one_shortest_path.Edge attribute) (greedy_methods.fractional_cover_problem.Item attribute) (neural_network.back_propagation_neural_network.DenseLayer attribute) (other.greedy.Things attribute) weight_conversion() (in module conversions.weight_conversion) weight_matrix() (in module machine_learning.local_weighted_learning.local_weighted_learning) WEIGHT_TYPE_CHART (in module conversions.weight_conversion) weird() (in module maths.special_numbers.weird_number) wheatstone_solver() (in module electronics.wheatstone_bridge) while_solution() (in module project_euler.problem_187.sol1) white (in module sorts.dutch_national_flag_sort) width (cellular_automata.wa_tor.WaTor attribute) WIDTH (in module cellular_automata.langtons_ant) (in module cellular_automata.wa_tor) (in module other.word_search) width (other.word_search.WordSearch attribute) width() (linear_algebra.src.lib.Matrix method) wiggle_sort() (in module sorts.wiggle_sort) window_size (compression.lz77.LZ77Compressor attribute) (in module fractals.julia_sets) wkj (neural_network.convolution_neural_network.CNN attribute) word (in module strings.pig_latin) (strings.top_k_frequent_words.WordCount attribute) word1 (dynamic_programming.edit_distance.EditDistance attribute) word2 (dynamic_programming.edit_distance.EditDistance attribute) word_break() (in module backtracking.word_break) (in module dynamic_programming.word_break) word_by_signature (in module strings.anagrams) word_exists() (in module backtracking.word_search) word_ladder() (in module backtracking.word_ladder) word_list (in module strings.anagrams) word_occurrence() (in module strings.word_occurrence) WordCount (class in strings.top_k_frequent_words) WORDS (in module other.word_search) words (in module strings.autocomplete_using_trie) (other.word_search.WordSearch attribute) WordSearch (class in other.word_search) world (in module machine_learning.astar) world_covid19_stats() (in module web_programming.world_covid19_stats) world_x_limit (machine_learning.astar.Gridworld attribute) world_y_limit (machine_learning.astar.Gridworld attribute) wrapper() (in module machine_learning.multilayer_perceptron_classifier) write_block() (sorts.external_sort.FileSplitter method) write_file_binary() (in module compression.lempel_ziv) (in module compression.lempel_ziv_decompress) write_movies() (in module web_programming.get_imdb_top_250_movies_csv) wt (in module cellular_automata.wa_tor)

X

x (in module data_structures.heap.min_heap) X (in module machine_learning.multilayer_perceptron_classifier) x (maths.pi_monte_carlo_estimation.Point attribute) (maths.pythagoras.Point attribute) (searches.hill_climbing.SearchProblem attribute) x_final (maths.numerical_analysis.adams_bashforth.AdamsBashforth attribute) x_initials (maths.numerical_analysis.adams_bashforth.AdamsBashforth attribute)

x_vals (in module maths.joint_probability_distribution) xgboost() (in module machine_learning.xgboost_classifier) (in module machine_learning.xgboost_regressor) xnor_gate() (in module boolean_algebra.xnor_gate) xor() (in module other.sdes) xor_gate() (in module boolean_algebra.xor_gate) XORCipher (class in ciphers.xor_cipher)

Y

Y (in module machine_learning.multilayer_perceptron_classifier) y (in module machine_learning.multilayer_perceptron_classifier) (maths.pi_monte_carlo_estimation.Point attribute) (maths.pythagoras.Point attribute) (searches.hill_climbing.SearchProblem attribute) y_generator() (in module machine_learning.linear_discriminant_analysis) y_initials (maths.numerical_analysis.adams_bashforth.AdamsBashforth attribute)

years_old() (in module web_programming.get_top_billionaires) yocto (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) yotta (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute)

Z

z (maths.pythagoras.Point attribute) z_0 (in module fractals.julia_sets) z_function() (in module strings.z_function) zeller() (in module maths.zellers_congruence) zepto (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute)

zero_vector() (in module linear_algebra.src.lib) zetta (conversions.prefix_conversions.BinaryUnit attribute) (conversions.prefix_conversions.SIUnit attribute) (conversions.prefix_conversions_string.BinaryUnit attribute) (conversions.prefix_conversions_string.SIUnit attribute) zigzag() (in module data_structures.binary_tree.binary_tree_traversals) zodiac_sign (in module web_programming.daily_horoscope)