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```{=html}
<br/>
<a href="https://pypi.org/project/ivy-ecosystem">
<img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://badge.fury.io/py/ivy-ecosystem.svg">
</a>
<a href="https://github.com/unifyai/ecosystem/actions?query=workflow%3Adocs">
<img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ecosystem/actions/workflows/docs.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/ecosystem/actions?query=workflow%3Anightly-tests">
<img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://github.com/unifyai/ecosystem/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://discord.gg/G4aR9Q7DTN">
<img class="dark-light" style="float: left; padding-right: 4px; padding-bottom: 4px;" src="https://img.shields.io/discord/799879767196958751?color=blue&label=%20&logo=discord&logoColor=white">
</a>
<br clear="all" />
```
**Collection of Third-Part Libraries using Ivy to provide multi-framework support.**
```{=html}
<div style="display: block;" align="center">
<img class="dark-light" width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png">
<a href="https://jax.readthedocs.io">
<img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/jax_logo.png">
</a>
<img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png">
<a href="https://www.tensorflow.org">
<img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/tensorflow_logo.png">
</a>
<img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png">
<a href="https://pytorch.org">
<img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/pytorch_logo.png">
</a>
<img class="dark-light" width="12%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png">
<a href="https://numpy.org">
<img class="dark-light" width="13%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/numpy_logo.png">
</a>
<img class="dark-light" width="6%" style="float: left;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/supported/empty.png">
</div>
```
**Coming Soon!**
We are currently working with third-party library creators to give them multi-framework support with only a few lines
of code changed; no need to convert everything to Ivy! More information coming soon!
## 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!
```{=html}
<div style="display: block;">
<a href="https://github.com/unifyai/mech">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_mech_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_mech.png">
</picture>
</a>
<a href="https://github.com/unifyai/vision">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_vision_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_vision.png">
</picture>
</a>
<a href="https://github.com/unifyai/robot">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_robot_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_robot.png">
</picture>
</a>
<a href="https://github.com/unifyai/gym">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_gym_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_gym.png">
</picture>
</a>
<br clear="all" />
<a href="https://pypi.org/project/ivy-mech">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-mech.svg">
</a>
<a href="https://pypi.org/project/ivy-vision">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-vision.svg">
</a>
<a href="https://pypi.org/project/ivy-robot">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-robot.svg">
</a>
<a href="https://pypi.org/project/ivy-gym">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;"width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-gym.svg">
</a>
<br clear="all" />
<a href="https://github.com/unifyai/mech/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;"src="https://github.com/unifyai/mech/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/vision/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/vision/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/robot/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/robot/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/gym/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/gym/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<br clear="all" />
<a href="https://github.com/unifyai/memory">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_memory_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_memory.png">
</picture>
</a>
<a href="https://github.com/unifyai/builder">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_builder_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_builder.png">
</picture>
</a>
<a href="https://github.com/unifyai/models">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_models_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_models.png">
</picture>
</a>
<a href="https://github.com/unifyai/ecosystem">
<picture>
<source class="dark-light" width="15%" style="float: left; margin: 0% 5%;" media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_ecosystem_dark.png">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://raw.githubusercontent.com/unifyai/unifyai.github.io/main/img/externally_linked/logos/ivy_ecosystem.png">
</picture>
</a>
<br clear="all" />
<a href="https://pypi.org/project/ivy-memory">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-memory.svg">
</a>
<a href="https://pypi.org/project/ivy-builder">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-builder.svg">
</a>
<a href="https://pypi.org/project/ivy-models">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://badge.fury.io/py/ivy-models.svg">
</a>
<a href="https://github.com/unifyai/ecosystem/actions?query=workflow%3Adocs">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/ecosystem/actions/workflows/docs.yml/badge.svg">
</a>
<br clear="all" />
<a href="https://github.com/unifyai/memory/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/memory/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/builder/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/builder/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<a href="https://github.com/unifyai/models/actions?query=workflow%3Anightly-tests">
<img class="dark-light" width="15%" style="float: left; margin: 0% 5%;" src="https://github.com/unifyai/models/actions/workflows/nightly-tests.yml/badge.svg">
</a>
<br clear="all" />
</div>
<br clear="all" />
```
## Citation
```
@article{lenton2021ivy,
title={Ivy: Templated deep learning for inter-framework portability},
author={Lenton, Daniel and Pardo, Fabio and Falck, Fabian and James, Stephen and Clark, Ronald},
journal={arXiv preprint arXiv:2102.02886},
year={2021}
}
```