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TensorFlow in JavaScript

Javascript for TensorFlow

TensorFlow Handbook for JavaScript/TypeScript

TODO

  • save metadata
  • finish chat script
  • good default super parameters
  • InputLayer to use a shape as [null] for dynamic size

Usage

TL;DR:

npm install
npm start

1 Install

npm install

2 Train

npm run train -- --batch_size 32 --epochs 3 --latent_dim 64 --num_samples 10000 dist/

3 Chat

npm run chat

4 Web Demo

  1. Regression: https://huan.github.io/tensorflow-handbook-javascript/regression.html
  2. MobileNet: https://huan.github.io/tensorflow-handbook-javascript/mobilenet.html

TURORIAL

My Slide

Machine Learning in JavaScript

Google Slide: https://docs.google.com/presentation/d/10u2hKAz4VjryCYr-oHxcxX4HzFeKOir7lq79ASV6TIA/edit?usp=sharing

My Contribution

Author

Huan (李卓桓), Google Developers Expert in Machine Learning (ML GDE), zixia@zixia.net

Profile of Huan LI (李卓桓) on StackOverflow

Copyright & License

  • Code & Docs © 2019-now Huan LI (李卓桓) zixia@zixia.net
  • Code released under the Apache-2.0 License
  • Docs released under Creative Commons

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TensorFlow Handbook for JavaScript/TypeScript

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