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@unifyai

Ivy

Let's Unify AI
README.rst

Hello there! Welcome to unifyai👋

https://github.com/unifyai/unifyai.github.io/blob/master/img/externally_linked/logo.png?raw=true



We’re on a mission to unify all ML frameworks 💥 + automate code conversions 🔄. Join our growing community 😊, and lets-unify.ai! 🦾

Ivy is an ML framework that currently supports JAX, TensorFlow, PyTorch, MXNet, and Numpy. We’re very excited for you to try it out!

What is Ivy?

Ivy is a unified machine learning framework which maximizes the portability of machine learning codebases. Ivy wraps the functional APIs of existing frameworks. Framework-agnostic functions, libraries and layers can then be written using Ivy, with simultaneous support for all frameworks. Ivy currently supports Jax, TensorFlow, PyTorch, MXNet and Numpy. Check out the docs for more info!

Ivy Libraries

There are a host of derived libraries written in Ivy, in the areas of mechanics, 3D vision, robotics, gym environments, neural memory, pre-trained models + implementations, and builder tools with trainers, data loaders and more. Click on the icons below to learn more!


Pinned

  1. ivy Public

    The Unified Machine Learning Framework

    Python 10.4k 3.8k

  2. mech Public

    Mechanics functions with end-to-end support for deep learning developers, written in Ivy.

    Python 11 6

  3. vision Public

    3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

    Python 64 14

  4. robot Public

    Functions and classes for gradient-based robot motion planning, written in Ivy.

    Python 43 8

  5. gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 47 6

  6. memory Public

    Differentiable memory modules for machine learning with Ivy

    Python 35 7

Repositories

  • docs Public
    HTML 2 1 0 0 Updated Apr 24, 2023
  • ivy Public

    The Unified Machine Learning Framework

    Python 10,415 3,777 1,486 191 Updated Apr 24, 2023
  • 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.

    2 0 0 0 Updated Apr 24, 2023
  • doc-builder Public

    Simple Documentation Builder for Ivy Projects.

    Shell 5 Apache-2.0 14 0 0 Updated Apr 24, 2023
  • .github Public
    1 4 0 0 Updated Apr 21, 2023
  • workflows Public

    A repository holding common workflows between repositories of unifyai

    1 Apache-2.0 0 0 0 Updated Apr 20, 2023
  • gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 47 Apache-2.0 6 1 0 Updated Apr 20, 2023
  • ecosystem Public

    Collection of Third-Part Libraries making use of Ivy

    3 2 0 1 Updated Apr 20, 2023
  • models Public

    Off-the-shelf models for a variety of domains

    Python 10 Apache-2.0 9 0 0 Updated Apr 20, 2023
  • builder Public

    Build custom Ivy training pipelines for any deep learning framework with clear, hierarchical and robust user specifications

    Python 4 Apache-2.0 2 0 0 Updated Apr 20, 2023
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