API Reference¶

This page contains auto-generated API reference documentation [1].

maths
- maths.abs
- maths.addition_without_arithmetic
- maths.aliquot_sum
- maths.allocation_number
- maths.arc_length
- maths.area
- maths.area_under_curve
- maths.average_absolute_deviation
- maths.average_mean
- maths.average_median
- maths.average_mode
- maths.bailey_borwein_plouffe
- maths.base_neg2_conversion
- maths.basic_maths
- maths.binary_exponentiation
- maths.binary_multiplication
- maths.binomial_coefficient
- maths.binomial_distribution
- maths.ceil
- maths.chebyshev_distance
- maths.check_polygon
- maths.chinese_remainder_theorem
- maths.chudnovsky_algorithm
- maths.collatz_sequence
- maths.combinations
- maths.continued_fraction
- maths.decimal_isolate
- maths.decimal_to_fraction
- maths.dodecahedron
- maths.double_factorial
- maths.dual_number_automatic_differentiation
- maths.entropy
- maths.euclidean_distance
- maths.euler_method
- maths.euler_modified
- maths.eulers_totient
- maths.extended_euclidean_algorithm
- maths.factorial
- maths.factors
- maths.fast_inverse_sqrt
- maths.fermat_little_theorem
- maths.fibonacci
- maths.find_max
- maths.find_min
- maths.floor
- maths.gamma
- maths.gaussian
- maths.gcd_of_n_numbers
- maths.germain_primes
- maths.greatest_common_divisor
- maths.hardy_ramanujanalgo
- maths.images
- maths.integer_square_root
- maths.interquartile_range
- maths.is_int_palindrome
- maths.is_ip_v4_address_valid
- maths.is_square_free
- maths.jaccard_similarity
- maths.joint_probability_distribution
- maths.josephus_problem
- maths.juggler_sequence
- maths.karatsuba
- maths.kth_lexicographic_permutation
- maths.largest_of_very_large_numbers
- maths.least_common_multiple
- maths.line_length
- maths.liouville_lambda
- maths.lucas_lehmer_primality_test
- maths.lucas_series
- maths.maclaurin_series
- maths.manhattan_distance
- maths.matrix_exponentiation
- maths.max_sum_sliding_window
- maths.minkowski_distance
- maths.mobius_function
- maths.modular_division
- maths.modular_exponential
- maths.monte_carlo
- maths.monte_carlo_dice
- maths.number_of_digits
- maths.numerical_analysis
  - maths.numerical_analysis.adams_bashforth
  - maths.numerical_analysis.bisection
  - maths.numerical_analysis.bisection_2
  - maths.numerical_analysis.integration_by_simpson_approx
  - maths.numerical_analysis.intersection
  - maths.numerical_analysis.nevilles_method
  - maths.numerical_analysis.newton_forward_interpolation
  - maths.numerical_analysis.newton_raphson
  - maths.numerical_analysis.numerical_integration
  - maths.numerical_analysis.proper_fractions
  - maths.numerical_analysis.runge_kutta
  - maths.numerical_analysis.runge_kutta_fehlberg_45
  - maths.numerical_analysis.runge_kutta_gills
  - maths.numerical_analysis.secant_method
  - maths.numerical_analysis.simpson_rule
  - maths.numerical_analysis.square_root
- maths.odd_sieve
- maths.perfect_cube
- maths.perfect_number
- maths.perfect_square
- maths.persistence
- maths.pi_generator
- maths.pi_monte_carlo_estimation
- maths.points_are_collinear_3d
- maths.pollard_rho
- maths.polynomial_evaluation
- maths.polynomials
  - maths.polynomials.single_indeterminate_operations
- maths.power_using_recursion
- maths.prime_check
- maths.prime_factors
- maths.prime_numbers
- maths.prime_sieve_eratosthenes
- maths.primelib
- maths.print_multiplication_table
- maths.pythagoras
- maths.qr_decomposition
- maths.quadratic_equations_complex_numbers
- maths.radians
- maths.radix2_fft
- maths.remove_digit
- maths.segmented_sieve
- maths.series
  - maths.series.arithmetic
  - maths.series.geometric
  - maths.series.geometric_series
  - maths.series.harmonic
  - maths.series.harmonic_series
  - maths.series.hexagonal_numbers
  - maths.series.p_series
- maths.sieve_of_eratosthenes
- maths.sigmoid
- maths.signum
- maths.simultaneous_linear_equation_solver
- maths.sin
- maths.sock_merchant
- maths.softmax
- maths.solovay_strassen_primality_test
- maths.spearman_rank_correlation_coefficient
- maths.special_numbers
  - maths.special_numbers.armstrong_numbers
  - maths.special_numbers.automorphic_number
  - maths.special_numbers.bell_numbers
  - maths.special_numbers.carmichael_number
  - maths.special_numbers.catalan_number
  - maths.special_numbers.hamming_numbers
  - maths.special_numbers.happy_number
  - maths.special_numbers.harshad_numbers
  - maths.special_numbers.hexagonal_number
  - maths.special_numbers.krishnamurthy_number
  - maths.special_numbers.perfect_number
  - maths.special_numbers.polygonal_numbers
  - maths.special_numbers.pronic_number
  - maths.special_numbers.proth_number
  - maths.special_numbers.triangular_numbers
  - maths.special_numbers.ugly_numbers
  - maths.special_numbers.weird_number
- maths.sum_of_arithmetic_series
- maths.sum_of_digits
- maths.sum_of_geometric_progression
- maths.sum_of_harmonic_series
- maths.sumset
- maths.sylvester_sequence
- maths.tanh
- maths.test_prime_check
- maths.three_sum
- maths.trapezoidal_rule
- maths.triplet_sum
- maths.twin_prime
- maths.two_pointer
- maths.two_sum
- maths.volume
- maths.zellers_congruence
other
- other.activity_selection
- other.alternative_list_arrange
- other.bankers_algorithm
- other.davis_putnam_logemann_loveland
- other.doomsday
- other.fischer_yates_shuffle
- other.gauss_easter
- other.graham_scan
- other.greedy
- other.guess_the_number_search
- other.h_index
- other.least_recently_used
- other.lfu_cache
- other.linear_congruential_generator
- other.lru_cache
- other.magicdiamondpattern
- other.majority_vote_algorithm
- other.maximum_subsequence
- other.nested_brackets
- other.number_container_system
- other.password
- other.quine
- other.scoring_algorithm
- other.sdes
- other.tower_of_hanoi
- other.word_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
graphs
- graphs.a_star
- graphs.ant_colony_optimization_algorithms
- graphs.articulation_points
- graphs.basic_graphs
- graphs.bellman_ford
- graphs.bi_directional_dijkstra
- graphs.bidirectional_a_star
- graphs.bidirectional_breadth_first_search
- graphs.boruvka
- graphs.breadth_first_search
- graphs.breadth_first_search_2
- graphs.breadth_first_search_shortest_path
- graphs.breadth_first_search_shortest_path_2
- graphs.breadth_first_search_zero_one_shortest_path
- graphs.check_bipatrite
- graphs.check_cycle
- graphs.connected_components
- graphs.deep_clone_graph
- graphs.depth_first_search
- graphs.depth_first_search_2
- graphs.dijkstra
- graphs.dijkstra_2
- graphs.dijkstra_algorithm
- graphs.dijkstra_alternate
- graphs.dijkstra_binary_grid
- graphs.dinic
- graphs.directed_and_undirected_weighted_graph
- graphs.edmonds_karp_multiple_source_and_sink
- graphs.eulerian_path_and_circuit_for_undirected_graph
- graphs.even_tree
- graphs.finding_bridges
- graphs.frequent_pattern_graph_miner
- graphs.g_topological_sort
- graphs.gale_shapley_bigraph
- graphs.graph_adjacency_list
- graphs.graph_adjacency_matrix
- graphs.graph_list
- graphs.graphs_floyd_warshall
- graphs.greedy_best_first
- graphs.greedy_min_vertex_cover
- graphs.kahns_algorithm_long
- graphs.kahns_algorithm_topo
- graphs.karger
- graphs.markov_chain
- graphs.matching_min_vertex_cover
- graphs.minimum_path_sum
- graphs.minimum_spanning_tree_boruvka
- graphs.minimum_spanning_tree_kruskal
- graphs.minimum_spanning_tree_kruskal2
- graphs.minimum_spanning_tree_prims
- graphs.minimum_spanning_tree_prims2
- graphs.multi_heuristic_astar
- graphs.page_rank
- graphs.prim
- graphs.random_graph_generator
- graphs.scc_kosaraju
- graphs.strongly_connected_components
- graphs.tarjans_scc
- graphs.tests
  - graphs.tests.test_min_spanning_tree_kruskal
  - graphs.tests.test_min_spanning_tree_prim
hashes
- hashes.adler32
- hashes.chaos_machine
- hashes.djb2
- hashes.elf
- hashes.enigma_machine
- hashes.fletcher16
- hashes.hamming_code
- hashes.luhn
- hashes.md5
- hashes.sdbm
- hashes.sha1
- hashes.sha256
matrix
- matrix.binary_search_matrix
- matrix.count_islands_in_matrix
- matrix.count_negative_numbers_in_sorted_matrix
- matrix.count_paths
- matrix.cramers_rule_2x2
- matrix.inverse_of_matrix
- matrix.largest_square_area_in_matrix
- matrix.matrix_class
- matrix.matrix_equalization
- matrix.matrix_multiplication_recursion
- matrix.matrix_operation
- matrix.max_area_of_island
- matrix.median_matrix
- matrix.nth_fibonacci_using_matrix_exponentiation
- matrix.pascal_triangle
- matrix.rotate_matrix
- matrix.searching_in_sorted_matrix
- matrix.sherman_morrison
- matrix.spiral_print
- matrix.tests
  - matrix.tests.test_matrix_operation
- matrix.validate_sudoku_board
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
geodesy
- geodesy.haversine_distance
- geodesy.lamberts_ellipsoidal_distance
physics
- physics.altitude_pressure
- physics.archimedes_principle_of_buoyant_force
- physics.basic_orbital_capture
- physics.casimir_effect
- physics.center_of_mass
- physics.centripetal_force
- physics.coulombs_law
- physics.doppler_frequency
- physics.grahams_law
- physics.horizontal_projectile_motion
- physics.hubble_parameter
- physics.ideal_gas_law
- physics.image_data
- physics.in_static_equilibrium
- physics.kinetic_energy
- physics.lens_formulae
- physics.lorentz_transformation_four_vector
- physics.malus_law
- physics.mass_energy_equivalence
- physics.mirror_formulae
- physics.n_body_simulation
- physics.newtons_law_of_gravitation
- physics.newtons_second_law_of_motion
- physics.photoelectric_effect
- physics.potential_energy
- physics.rainfall_intensity
- physics.reynolds_number
- physics.rms_speed_of_molecule
- physics.shear_stress
- physics.speed_of_sound
- physics.speeds_of_gas_molecules
- physics.terminal_velocity
quantum
- quantum.q_fourier_transform
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
fractals
- fractals.julia_sets
- fractals.koch_snowflake
- fractals.mandelbrot
- fractals.sierpinski_triangle
- fractals.vicsek
geometry
- geometry.geometry
graphics
- graphics.bezier_curve
- graphics.vector3_for_2d_rendering
knapsack
- knapsack.greedy_knapsack
- knapsack.knapsack
- knapsack.recursive_approach_knapsack
- knapsack.tests
  - knapsack.tests.test_greedy_knapsack
  - knapsack.tests.test_knapsack
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
financial
- financial.equated_monthly_installments
- financial.exponential_moving_average
- financial.interest
- financial.present_value
- financial.price_plus_tax
- financial.simple_moving_average
blockchain
- blockchain.diophantine_equation
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
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
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
electronics
- electronics.apparent_power
- electronics.builtin_voltage
- electronics.capacitor_equivalence
- electronics.carrier_concentration
- electronics.charging_capacitor
- electronics.charging_inductor
- electronics.circular_convolution
- electronics.coulombs_law
- electronics.electric_conductivity
- electronics.electric_power
- electronics.electrical_impedance
- electronics.ic_555_timer
- electronics.ind_reactance
- electronics.ohms_law
- electronics.real_and_reactive_power
- electronics.resistor_color_code
- electronics.resistor_equivalence
- electronics.resonant_frequency
- electronics.wheatstone_bridge
fuzzy_logic
- fuzzy_logic.fuzzy_operations
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
audio_filters
- audio_filters.butterworth_filter
- audio_filters.iir_filter
- audio_filters.show_response
file_transfer
- file_transfer.receive_file
- file_transfer.send_file
- file_transfer.tests
  - file_transfer.tests.test_send_file
project_euler
- project_euler.problem_001
  - project_euler.problem_001.sol1
  - project_euler.problem_001.sol2
  - project_euler.problem_001.sol3
  - project_euler.problem_001.sol4
  - project_euler.problem_001.sol5
  - project_euler.problem_001.sol6
  - project_euler.problem_001.sol7
- project_euler.problem_002
  - project_euler.problem_002.sol1
  - project_euler.problem_002.sol2
  - project_euler.problem_002.sol3
  - project_euler.problem_002.sol4
  - project_euler.problem_002.sol5
- project_euler.problem_003
  - project_euler.problem_003.sol1
  - project_euler.problem_003.sol2
  - project_euler.problem_003.sol3
- project_euler.problem_004
  - project_euler.problem_004.sol1
  - project_euler.problem_004.sol2
- project_euler.problem_005
  - project_euler.problem_005.sol1
  - project_euler.problem_005.sol2
- project_euler.problem_006
  - project_euler.problem_006.sol1
  - project_euler.problem_006.sol2
  - project_euler.problem_006.sol3
  - project_euler.problem_006.sol4
- project_euler.problem_007
  - project_euler.problem_007.sol1
  - project_euler.problem_007.sol2
  - project_euler.problem_007.sol3
- project_euler.problem_008
  - project_euler.problem_008.sol1
  - project_euler.problem_008.sol2
  - project_euler.problem_008.sol3
- project_euler.problem_009
  - project_euler.problem_009.sol1
  - project_euler.problem_009.sol2
  - project_euler.problem_009.sol3
- project_euler.problem_010
  - project_euler.problem_010.sol1
  - project_euler.problem_010.sol2
  - project_euler.problem_010.sol3
- project_euler.problem_011
  - project_euler.problem_011.sol1
  - project_euler.problem_011.sol2
- project_euler.problem_012
  - project_euler.problem_012.sol1
  - project_euler.problem_012.sol2
- project_euler.problem_013
  - 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
greedy_methods
- greedy_methods.best_time_to_buy_and_sell_stock
- greedy_methods.fractional_cover_problem
- greedy_methods.fractional_knapsack
- greedy_methods.fractional_knapsack_2
- greedy_methods.gas_station
- greedy_methods.minimum_coin_change
- greedy_methods.minimum_waiting_time
- greedy_methods.optimal_merge_pattern
- greedy_methods.smallest_range
linear_algebra
- linear_algebra.gaussian_elimination
- linear_algebra.jacobi_iteration_method
- linear_algebra.lu_decomposition
- linear_algebra.src
neural_network
- neural_network.activation_functions
- neural_network.back_propagation_neural_network
- neural_network.convolution_neural_network
- neural_network.input_data
- neural_network.simple_neural_network
- neural_network.two_hidden_layers_neural_network
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
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
data_structures
- data_structures.arrays
- data_structures.binary_tree
- data_structures.disjoint_set
  - data_structures.disjoint_set.alternate_disjoint_set
  - data_structures.disjoint_set.disjoint_set
- data_structures.hashing
- data_structures.heap
- data_structures.kd_tree
- data_structures.linked_list
- data_structures.queue
- data_structures.stacks
- data_structures.suffix_tree
- data_structures.trie
  - data_structures.trie.radix_tree
  - data_structures.trie.trie
networking_flow
- networking_flow.ford_fulkerson
- networking_flow.minimum_cut
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
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
machine_learning
- machine_learning.apriori_algorithm
- machine_learning.astar
- machine_learning.automatic_differentiation
- machine_learning.data_transformations
- machine_learning.decision_tree
- machine_learning.dimensionality_reduction
- machine_learning.forecasting
  - machine_learning.forecasting.run
- machine_learning.frequent_pattern_growth
- machine_learning.gradient_boosting_classifier
- machine_learning.gradient_descent
- machine_learning.k_means_clust
- machine_learning.k_nearest_neighbours
- machine_learning.linear_discriminant_analysis
- machine_learning.linear_regression
- machine_learning.local_weighted_learning
  - machine_learning.local_weighted_learning.local_weighted_learning
- machine_learning.logistic_regression
- machine_learning.loss_functions
- machine_learning.lstm
  - machine_learning.lstm.lstm_prediction
- machine_learning.mfcc
- machine_learning.multilayer_perceptron_classifier
- machine_learning.polynomial_regression
- machine_learning.scoring_functions
- machine_learning.self_organizing_map
- machine_learning.sequential_minimum_optimization
- machine_learning.similarity_search
- machine_learning.support_vector_machines
- machine_learning.word_frequency_functions
- machine_learning.xgboost_classifier
- machine_learning.xgboost_regressor
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
genetic_algorithm
- genetic_algorithm.basic_string
divide_and_conquer
- divide_and_conquer.closest_pair_of_points
- divide_and_conquer.convex_hull
- divide_and_conquer.heaps_algorithm
- divide_and_conquer.heaps_algorithm_iterative
- divide_and_conquer.inversions
- divide_and_conquer.kth_order_statistic
- divide_and_conquer.max_difference_pair
- divide_and_conquer.max_subarray
- divide_and_conquer.mergesort
- divide_and_conquer.peak
- divide_and_conquer.power
- divide_and_conquer.strassen_matrix_multiplication
linear_programming
- linear_programming.simplex
dynamic_programming
- dynamic_programming.abbreviation
- dynamic_programming.all_construct
- dynamic_programming.bitmask
- dynamic_programming.catalan_numbers
- dynamic_programming.climbing_stairs
- dynamic_programming.combination_sum_iv
- dynamic_programming.edit_distance
- dynamic_programming.factorial
- dynamic_programming.fast_fibonacci
- dynamic_programming.fibonacci
- dynamic_programming.fizz_buzz
- dynamic_programming.floyd_warshall
- dynamic_programming.integer_partition
- dynamic_programming.iterating_through_submasks
- dynamic_programming.k_means_clustering_tensorflow
- dynamic_programming.knapsack
- dynamic_programming.largest_divisible_subset
- dynamic_programming.longest_common_subsequence
- dynamic_programming.longest_common_substring
- dynamic_programming.longest_increasing_subsequence
- dynamic_programming.longest_increasing_subsequence_o_nlogn
- dynamic_programming.longest_palindromic_subsequence
- dynamic_programming.matrix_chain_multiplication
- dynamic_programming.matrix_chain_order
- dynamic_programming.max_non_adjacent_sum
- dynamic_programming.max_product_subarray
- dynamic_programming.max_subarray_sum
- dynamic_programming.min_distance_up_bottom
- dynamic_programming.minimum_coin_change
- dynamic_programming.minimum_cost_path
- dynamic_programming.minimum_partition
- dynamic_programming.minimum_size_subarray_sum
- dynamic_programming.minimum_squares_to_represent_a_number
- dynamic_programming.minimum_steps_to_one
- dynamic_programming.minimum_tickets_cost
- dynamic_programming.optimal_binary_search_tree
- dynamic_programming.palindrome_partitioning
- dynamic_programming.regex_match
- dynamic_programming.rod_cutting
- dynamic_programming.smith_waterman
- dynamic_programming.subset_generation
- dynamic_programming.sum_of_subset
- dynamic_programming.trapped_water
- dynamic_programming.tribonacci
- dynamic_programming.viterbi
- dynamic_programming.wildcard_matching
- dynamic_programming.word_break
digital_image_processing
- digital_image_processing.change_brightness
- digital_image_processing.change_contrast
- digital_image_processing.convert_to_negative
- digital_image_processing.dithering
  - digital_image_processing.dithering.burkes
- digital_image_processing.edge_detection
  - digital_image_processing.edge_detection.canny
- digital_image_processing.filters
- digital_image_processing.histogram_equalization
- digital_image_processing.image_data
- digital_image_processing.index_calculation
- digital_image_processing.morphological_operations
  - digital_image_processing.morphological_operations.dilation_operation
  - digital_image_processing.morphological_operations.erosion_operation
- digital_image_processing.resize
  - digital_image_processing.resize.resize
- digital_image_processing.rotation
  - digital_image_processing.rotation.rotation
- digital_image_processing.sepia
- digital_image_processing.test_digital_image_processing

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