https://github.com/load1n9/synaptic

dependency-less neural network library ported to deno
https://github.com/load1n9/synaptic

Last synced: 16 days ago
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dependency-less neural network library ported to deno

• Host: GitHub
• URL: https://github.com/load1n9/synaptic
• Owner: load1n9
• Created: 2021-05-20T23:31:52.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-05-23T21:00:22.000Z (over 3 years ago)
• Last Synced: 2024-10-04T15:47:15.490Z (about 1 month ago)
• Language: JavaScript
• Size: 51.8 KB
• Stars: 14
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-deno - synaptic - Dependency-less neural network library ported to deno (Modules / Machine learning)

README

        


	


    

	


 


 



dependency-less neural network library 

Synaptic.js ported to Deno


## Usage:

```ts

import { Layer, Network, Trainer } from "./mod.ts";

class Perceptron extends Network {

  public constructor(input: any, hidden: any, output: any) {

    super();

    let inputLayer = new Layer(input);

    let hiddenLayer = new Layer(hidden);

    let outputLayer = new Layer(output);

    inputLayer.project(hiddenLayer);

    hiddenLayer.project(outputLayer);

    this.set({

      input: inputLayer,

      hidden: [hiddenLayer],

      output: outputLayer,

    });

  }

}

let myPerceptron = new Perceptron(2,3,1);

let myTrainer = new Trainer(myPerceptron);

myTrainer.XOR();

myPerceptron.activate([0,0]); // 0.0268581547421616

myPerceptron.activate([1,0]); // 0.9829673642853368

myPerceptron.activate([0,1]); // 0.9831714267395621

myPerceptron.activate([1,1]); // 0.02128894618097928

```

```

deno run -A ./test.ts

```