Juggernaut Build Status

Juggernaut is an experimental Neural Network written in Rust

hi

Example

Want to setup a simple network using Juggernaut?

This sample creates a random binary operation network with one hidden layer:

```rust fn main() { let dataset = vec![ Sample::new(vec![0f64, 0f64, 1f64], vec![0f64]), Sample::new(vec![0f64, 1f64, 1f64], vec![0f64]), Sample::new(vec![1f64, 0f64, 1f64], vec![1f64]), Sample::new(vec![1f64, 1f64, 1f64], vec![1f64]) ];

let mut test = NeuralNetwork::new();

let sig_activation = Sigmoid::new();

// 1st layer = 2 neurons - 3 inputs
test.add_layer(NeuralLayer::new(2, 3, sig_activation));

// 2nd layer = 1 neuron - 2 inputs
test.add_layer(NeuralLayer::new(1, 2, sig_activation));

test.error(|err| {
    println!("error({})", err.to_string());
});

test.train(dataset, 1000, 0.1f64);

let think = test.evaluate(Sample::predict(vec![1f64, 0f64, 1f64]));

println!("Evaluate [1, 0, 1] = {:?}", think.get(0, 0));

}

```

and the output of think is the prediction of the network after training.

Documentation

https://docs.rs/juggernaut

Build

To build the demo, run:

cargo build --example helloworld --verbose

then to run the compiled file:

./target/debug/examples/helloworld

Test

Install Rust 1.x and run:

cargo test

Authors

and contributors

FAQ

Contributing

Fork the project and send PRs + unit tests for that specific part.

"Juggernaut"?

Juggernaut is a Dota2 hero and I like this hero. Juggernaut is a powerful hero, when he has enough farm.

License

GNU General Public License v3.0