https://github.com/cawfree/tfjs-lstm-shakespeare

A bare bones example of Andrej Kaparthy's sequential character processing model using @tensorflowjs.
https://github.com/cawfree/tfjs-lstm-shakespeare

natural-language-processing neural-network rnn tensorflow tensorflow-js

Last synced: 25 days ago
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A bare bones example of Andrej Kaparthy's sequential character processing model using @tensorflowjs.

• Host: GitHub
• URL: https://github.com/cawfree/tfjs-lstm-shakespeare
• Owner: cawfree
• License: mit
• Created: 2019-12-31T12:28:08.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2019-12-31T12:38:49.000Z (about 5 years ago)
• Last Synced: 2024-11-05T23:42:27.013Z (2 months ago)
• Topics: natural-language-processing, neural-network, rnn, tensorflow, tensorflow-js
• Language: JavaScript
• Size: 82 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# tfjs-lstm-shakespeare

A minified, tutorialized implementation of [@tensorflow](https://github.com/tensorflow/tfjs)'s [character sequence prediction model](https://github.com/tensorflow/tfjs-examples/tree/master/lstm-text-generation). This work was originally inspired by Andrej Kaparthy's now infamous article ["The Unreasonable Effectiveness of Neural Networks"](http://karpathy.github.io/2015/05/21/rnn-effectiveness/).

[![code style: prettier](https://img.shields.io/badge/code_style-prettier-ff69b4.svg?style=flat-square)](https://github.com/prettier/prettier)

## 🚀 Getting Started

```bash

git clone https://github.com/cawfree/tfjs-lstm-shakespeare

cd tfjs-lstm-shakespeare

yarn # or npm install

yarn start # or npm run-script start

```

## ✌️ License

[MIT](https://opensource.org/licenses/MIT)