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@ivy-llc

ivy

The Unified Machine Learning Representation



Convert ML Models 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

    The Unified AI Framework

    Python 14k 5.8k

Repositories

Showing 10 of 23 repositories
  • kornia Public Forked from kornia/kornia

    Differentiable Computer Vision Library

    ivy-llc/kornia’s past year of commit activity
    Python 2 Apache-2.0 954 0 1 Updated Jun 28, 2024
  • ivy-integration-tests Public

    Integration tests for ivy's transpiler and graph tracer.

    ivy-llc/ivy-integration-tests’s past year of commit activity
    Python 0 0 0 0 Updated Jun 28, 2024
  • docs Public
    ivy-llc/docs’s past year of commit activity
    HTML 0 0 0 0 Updated Jun 28, 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 Jun 28, 2024
  • ivy Public

    The Unified AI Framework

    ivy-llc/ivy’s past year of commit activity
    Python 14,026 5,822 946 75 Updated Jun 27, 2024
  • .github Public
    ivy-llc/.github’s past year of commit activity
    0 0 0 0 Updated Jun 27, 2024
  • demos Public

    Demos and Tutorials with Ivy

    ivy-llc/demos’s past year of commit activity
    Jupyter Notebook 19 63 14 8 Updated Jun 26, 2024
  • binaries Public
    ivy-llc/binaries’s past year of commit activity
    0 0 0 0 Updated Jun 24, 2024
  • Mapping Public

    This repository holds a Mapping of each line in the Ivy Repository to the tests that should be triggered on changing the line.

    ivy-llc/Mapping’s past year of commit activity
    3 2 0 0 Updated Jun 23, 2024
  • ivy-llc/doc-builder’s past year of commit activity
    Shell 0 Apache-2.0 0 0 0 Updated May 29, 2024

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