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@ivy-llc

ivy

Convert Machine Learning Code Between Frameworks



Convert Machine Learning Code Between Frameworks

Ivy is an open-source machine learning framework that enables you to:

  • Use your ML models and/or functions in any framework by converting any code from one framework to another using ivy.transpile
  • Convert entire ML models and libraries between frameworks by generating identical source code in any frameworkusing ivy.source_to_source (currently in private beta)

Get started

You can find Ivy's documentation on the Docs page, which includes:

  • Motivation: This contextualizes the problem Ivy is trying to solve by going over
  • Related Work: Which paints a picture of the role Ivy plays in the ML stack, comparing it to other existing solutions in terms of functionalities and abstraction level.
  • Design: A user-focused guide about the design decision behind the architecture and the main building blocks of Ivy.
  • Deep Dive: Which delves deeper into the implementation details of Ivy and is oriented towards potential contributors to the code base.

Contributing

We believe that everyone can contribute and make a difference. Whether it's writing code, fixing bugs, or simply sharing feedback, your contributions are definitely welcome and appreciated 🙌

Check out all of our Open Tasks, and find out more info in our Contributing guide in the docs! Or to immediately dive into a useful task, look for any failing tests on our Test Dashboard!


Community

Join our growing community on a mission to make conversions between frameworks simple and accessible to all! Whether you are a seasoned developer or just starting out, you'll find a place here! Join the Ivy community on our Discord 👾 server, which is the perfect place to ask questions, share ideas, and get help from both fellow developers and the Ivy Team directly.

See you there!

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  1. ivy ivy Public

    Convert Machine Learning Code Between Frameworks

    Python 14k 5.8k

Repositories

Showing 10 of 24 repositories
  • ivy-llc/ivy-llc.github.io’s past year of commit activity
    TypeScript 0 0 0 0 Updated Aug 24, 2024
  • docs Public
    ivy-llc/docs’s past year of commit activity
    HTML 0 0 0 0 Updated Aug 24, 2024
  • ivy-integration-tests Public

    Integration tests for ivy's source-to-source transpiler and graph tracer.

    ivy-llc/ivy-integration-tests’s past year of commit activity
    Python 2 0 0 0 Updated Aug 24, 2024
  • ivy-tests-dashboard Public

    Dashboard to show Ivy's test results

    ivy-llc/ivy-tests-dashboard’s past year of commit activity
    Python 0 0 0 0 Updated Aug 24, 2024
  • binaries Public
    ivy-llc/binaries’s past year of commit activity
    0 0 0 0 Updated Aug 23, 2024
  • ivy Public

    Convert Machine Learning Code Between Frameworks

    ivy-llc/ivy’s past year of commit activity
    Python 14,027 5,794 937 28 Updated Aug 23, 2024
  • demos Public

    Demos and Tutorials with Ivy

    ivy-llc/demos’s past year of commit activity
    Jupyter Notebook 19 62 14 7 Updated Aug 23, 2024
  • models Public

    Off-the-shelf models for a variety of domains

    ivy-llc/models’s past year of commit activity
    Python 22 Apache-2.0 30 3 7 Updated Aug 21, 2024
  • ivy-llc/doc-builder’s past year of commit activity
    Shell 0 Apache-2.0 0 0 0 Updated Aug 9, 2024
  • .github Public
    ivy-llc/.github’s past year of commit activity
    0 0 0 0 Updated Jul 24, 2024

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