Algorithms_in_C++ 1.0.0
Set of algorithms implemented in C++.
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machine_learning Directory Reference

Files

 adaline_learning.cpp
 Adaptive Linear Neuron (ADALINE) implementation
 
 k_nearest_neighbors.cpp
 Implementation of [K-Nearest Neighbors algorithm] (https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm).
 
 kohonen_som_topology.cpp
 Kohonen self organizing map (topological map)
 
 kohonen_som_trace.cpp
 Kohonen self organizing map (data tracing)
 
 neural_network.cpp
 Implementation of [Multilayer Perceptron] (https://en.wikipedia.org/wiki/Multilayer_perceptron).
 
 ordinary_least_squares_regressor.cpp
 Linear regression example using Ordinary least squares
 
 vector_ops.hpp
 Various functions for vectors associated with [NeuralNetwork (aka Multilayer Perceptron)] (https://en.wikipedia.org/wiki/Multilayer_perceptron).