Netsaur

---

neural network deno module using neo

Maintainers

• Loading (@load1n9)
• CarrotzRule (@carrotzrule123)

Usage

import { DenseLayer, NeuralNetwork } from "https://deno.land/x/netsaur/mod.ts";

const net = await new NeuralNetwork({
  silent: true,
  layers: [
    new DenseLayer({ size: 3, activation: "sigmoid" }),
    new DenseLayer({ size: 1, activation: "sigmoid" }),
  ],
  cost: "crossentropy",
}).setupBackend("cpu");

await net.train(
  [
    { inputs: [0, 0, 1, 0, 0, 1, 1, 1], outputs: [0, 1, 1, 0] },
  ],
  5000,
  4,
  0.1,
);

console.log(await net.predict(new Float32Array([0, 0])));
console.log(await net.predict(new Float32Array([1, 0])));
console.log(await net.predict(new Float32Array([0, 1])));
console.log(await net.predict(new Float32Array([1, 1])));