https://github.com/load1n9/denograd

pytorch's autograd deno implementation
https://github.com/load1n9/denograd

autograd deno machine-learning neural-network pytorch

Last synced: 6 months ago
JSON representation

pytorch's autograd deno implementation

• Host: GitHub
• URL: https://github.com/load1n9/denograd
• Owner: load1n9
• Created: 2022-05-25T12:08:57.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-05-23T16:37:53.000Z (over 2 years ago)
• Last Synced: 2025-03-30T10:45:22.380Z (7 months ago)
• Topics: autograd, deno, machine-learning, neural-network, pytorch
• Language: TypeScript
• Homepage:
• Size: 8.79 KB
• Stars: 4
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# DenoGrad

## Toy AutoGrad Implementation in Deno. DO NOT USE

### Maintainers

- Loading ([@load1n9](https://github.com/load1n9))

### Usage

```typescript

import { Scalar } from "https://crux.land/2KCiqA";

const a = new Scalar(1.5);

const b = new Scalar(-4.0);

const c = a.pow(3).div(5);

const d = c.add((b.pow(2)).relu());

d.backward();

console.log(d.value); // 16.675

```