neural_network

Tools to build and train neural networks (only supervised learning at the moment)

neuron.h/neuron.cpp

class to create neuron objects, that use a sigmoid function to compute neuron output.

layer.h/layer.cpp

class to create layer of neurons.

neural_network.h/neural_network.cpp

class to create a neural network as a vector of layers.

back_prop.h/back_prop.cpp

class creating a back_prop object, using a neural_network object. the back_prop object contains methods to train the neural_network under supervised learning, using the back propagation algorithm.