Git Product home page Git Product logo

commonlooputils's Introduction

CLU - Common Loop Utils

This repository contains common functionality for writing ML training loops. The goal is to make trainings loops short and readable (but moving common tasks to small libraries) without removing the flexibility required for research.

To get started, check out this Colab:

https://colab.research.google.com/github/google/CommonLoopUtils/blob/main/clu_synopsis.ipynb

If you're looking for usage examples, see:

https://github.com/google/flax/tree/main/examples

You can also find answers to common questions about CLU on Flax Github discussions page:

https://github.com/google/flax/discussions

Note: As this point we are not accepting contributions. Please fork the repository if you want to extend the libraries for your use case.

commonlooputils's People

Contributors

adarob avatar alexeyg avatar ameya98 avatar andresusanopinto avatar andsteing avatar austincstone avatar chiamp avatar conchylicultor avatar cpgaffney1 avatar danielkeysers avatar ebrevdo avatar hawkinsp avatar jessefarebro avatar josephlr avatar joshuahm avatar josipd avatar jpuigcerver avatar lzlarryli avatar marcvanzee avatar marksandler2 avatar marvin182 avatar maximneumann avatar mbz avatar michbad avatar mjlm avatar mostafadehghani avatar prazek avatar qwlouse avatar rchen152 avatar relational avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.