1.0.1 • Published 6 years ago
nnet v1.0.1
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.