Neural-Network

This is a super easy to use Neural Network Library. It can be used to make multiple layered Neural Networks, with lots of customization.

Requirements

Eigen library should be already installed and available, since this library uses Eigen v3.5.8 library.

How To Use

To use this Library we need to add following flags:-

• -I "path/to/this/Library/headers"

• -o "path/to/this/Library/lib/.cxx" "path/to/this/Library/lib/layers/.cxx"

Documentation

Please refer to Report.pdf for full documentation.

Example

#include <NeuralNetwork.h>

int main() {
  auto nn = NeuralNetwork();
  nn.add(Layers::Input(4));
  nn.add(Layers::Dense(6, Activations::Relu()));
  nn.add(Layers::Dense(7));
  
  MatrixXd inputs = getInputs();
  MatrixXd expectedOutputs = getOutputs();
  
  int batchSize = 20, numOfEpochs = 5;
  
  nn.train(inputs, expectedOutputs, batchSize, numOfEpochs);
  nn.printResults(inputs, expectedOutputs);
  
  return 0;
}