syron

syron is a Rust library designed to make simple neural networks with ease.

Example

use syron::nn::{Network, Activation};
fn main() {
    // XOR Problem
    let x = ndarray::arr2(&[[0.0, 0.0], [0.0, 1.0], [1.0, 0.0], [1.0, 1.0]]);
    let y = ndarray::arr2(&[[0.0], [1.0], [1.0], [0.0]]);
    // Create a network with 2 inputs and 3 hidden layers
    let mut nn = Network::new(2, 3, Activation::Sigmoid);
    nn.train(x, y, 1000);
    println!("{:?}", nn.predict(ndarray::arr2(&[[0.0, 0.0]])));
}

lib.rs:

syron is a Rust library designed to make simple neural networks with ease.

Example

use syron::nn::{Network, Activation};
fn main() {
    // XOR Problem
    let x = ndarray::arr2(&[[0.0, 0.0], [0.0, 1.0], [1.0, 0.0], [1.0, 1.0]]);
    let y = ndarray::arr2(&[[0.0], [1.0], [1.0], [0.0]]);

    // Create a network with 2 inputs and 3 hidden layers
    let mut nn = Network::new(2, 3, Activation::Sigmoid);
    nn.train(x, y, 1000);
    println!("{:?}", nn.predict(ndarray::arr2(&[[0.0, 0.0]])));
}