NeuralNetwork network = NeuralNetwork.load("model.snn");
Matrix input = new Matrix(new float[][] {
{ 5.1f, 3.5f, 1.4f, 0.2f }
});
Matrix prediction = network.predict(input);Synapse
As simple as Neural Networks get.
About Synapse
Synapse is an open-source, simple, and minimalistic Neural Network library in both Java and C, with a big emphasis on a simple API that just makes sense - instantiating a network, training it on a real database, and saving the model can take as little as 3 lines of code. Currently, only the Java version of Synapse is in development.
NeuralNetwork network = new NeuralNetwork(new Layer[] {
new DenseLayer(784, 128, new ReLU()),
new DenseLayer(128, 64, new ReLU()),
new DenseLayer(64, 10, new Softmax())
});
network.fit(CSVLoader.loadDataset("MNIST.csv"), 5, 0.01f);
network.save("mnist.snn");Training on MNIST
Coming soon!