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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 6.6k 2k

  2. mech Public

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

    Python 7 4

  3. vision Public

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

    Python 55 8

  4. robot Public

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

    Python 34 5

  5. gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 41 4

  6. memory Public

    Differentiable memory modules for machine learning with Ivy

    Python 27 5

Repositories

  • ivy Public

    The Unified Machine Learning Framework

    Python 6,562 Apache-2.0 1,968 465 (1 issue needs help) 183 Updated Oct 9, 2022
  • unifyai.github.io Public
    HTML 1 Apache-2.0 2 0 1 Updated Oct 8, 2022
  • doc-builder Public

    Simple Documentation Builder for Ivy Projects.

    Dockerfile 1 Apache-2.0 2 0 0 Updated Oct 8, 2022
  • 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 Oct 7, 2022
  • builder Public

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

    Python 2 Apache-2.0 0 0 0 Updated Sep 27, 2022
  • models Public

    Off-the-shelf models for a variety of domains

    Python 3 Apache-2.0 1 0 0 Updated Sep 27, 2022
  • gym Public

    Fully differentiable RL environments, written in Ivy.

    Python 41 Apache-2.0 4 2 0 Updated Sep 27, 2022
  • memory Public

    Differentiable memory modules for machine learning with Ivy

    Python 27 Apache-2.0 5 0 0 Updated Sep 27, 2022
  • vision Public

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

    Python 55 Apache-2.0 8 1 0 Updated Sep 27, 2022
  • robot Public

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

    Python 34 Apache-2.0 5 0 0 Updated Sep 27, 2022
View all repositories

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