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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 9.3k 3.2k

  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 65 11

  4. robot Public

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

    Python 41 7

  5. gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 45 5

  6. memory Public

    Differentiable memory modules for machine learning with Ivy

    Python 33 5

Repositories

  • ivy Public

    The Unified Machine Learning Framework

    Python 9,258 3,243 1,041 100 Updated Mar 6, 2023
  • .github Public
    0 3 0 1 Updated Mar 5, 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.

    0 0 0 0 Updated Mar 5, 2023
  • mailing_list Public

    Javascript Animation for new Landing Page

    TypeScript 0 0 0 0 Updated Mar 3, 2023
  • gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 45 Apache-2.0 5 2 0 Updated Mar 2, 2023
  • doc-builder Public

    Simple Documentation Builder for Ivy Projects.

    Dockerfile 2 Apache-2.0 12 0 1 Updated Feb 27, 2023
  • mech Public

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

    Python 11 Apache-2.0 6 1 0 Updated Feb 15, 2023
  • memory Public

    Differentiable memory modules for machine learning with Ivy

    Python 33 Apache-2.0 5 0 0 Updated Feb 15, 2023
  • robot Public

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

    Python 41 Apache-2.0 7 0 0 Updated Feb 15, 2023
  • vision Public

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

    Python 65 Apache-2.0 11 1 0 Updated Feb 15, 2023
View all repositories

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