nnet

Deep Neural Network

A simple Deep Neural Network Library (Not Optimized but gets simple works done).

TODO

• [ ] Add Adam
• [ ] Add ReLU
• [ ] MNIST Example
• [ ] Model Saving and Restoring
• [ ] Add Support for Evolutionary Computing (Genetic Algorithms)

Example

const nnet = new Model(n_Error.meanSquaredError, 0.2);

nnet.addLayer(new Layer(2, sigmoid));
nnet.addLayer(new Layer(8, sigmoid));
nnet.addLayer(new Layer(1, sigmoid));

nnet.train(inputs, outputs);

nnet.predict(input).print();

npm installation

npm install nnet

License

This project is licensed under the terms of the MIT license,see LICENSE.