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research-paper-implementations

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Open Sourced ML Research Paper Implementations in Tensorflow

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<h2>Tensorflow Paper Implementations</h2>

[![MIT License][license-shield]][license-url]
![release-shield]
![python-shield]
![code-style]

<details open="open">
  <summary>Table of Contents</summary>
  <ol>
    <li>
      <a href="#about-the-project">About The Project</a>
    </li>
    <li>
      <a href="#getting-started">Getting Started</a>
      <ul>
        <li><a href="#prerequisites">Prerequisites</a></li>
        <li><a href="#installation">Installation</a></li>
      </ul>
    </li>
    <li><a href="#contributing">Contributing</a></li>
    <li><a href="#license">License</a></li>
    <li><a href="#contact">Contact</a></li>
  </ol>
</details>

## About The Project

This project aims to provide open sourced Tensorflow implementations for research papers originally without code or code written with frameworks other than Tensorflow.
<br>
Available implementations for Tensorflow are:

1. <a href="https://arxiv.org/abs/2111.13587.pdf">Adaptive Fourier Neural Operators: Efficient Token Mixers For Transformers</a> (John Guibas et al., 2021)
2. <a href="https://arxiv.org/abs/2105.14576v2">StyTr^2: Unbiased Image Style Transfer with Transformers</a> (Yingying Deng et al., 2021)

## Prerequisites

Prerequisites can be installed separately through the independent `requirements.txt` files in every implementation folder

```sh
pip install -r requirements.txt
```

## Installation

This project is built with Python 3 for the latest Tensorflow version.

```sh
git clone https://github.com/DarshanDeshpande/research-paper-implementations.git
cd <name of implementation>
```

## Contributing

Any and all code contributions are welcome. Please raise an issue if any implementation gives incorrect results or crashes unexpectedly during training or inference.
<br>

## License

Distributed under the MIT License. See `LICENSE` for more information.

## Contact
Feel free to reach out for any issues or requests related to these implementations

Darshan Deshpande - [Email](https://mail.google.com/mail/u/0/?view=cm&fs=1&to=darshan1504@gmail.com&tf=1) | [Twitter](https://www.twitter.com/getdarshan) | [LinkedIn](https://www.linkedin.com/in/darshan-deshpande/)

[license-shield]: https://img.shields.io/badge/LICENSE-MIT-brightgreen?style=for-the-badge
[license-url]: https://github.com/DarshanDeshpande/research-paper-implementations/blob/master/LICENSE
[python-shield]: https://img.shields.io/badge/PYTHON-3.6+-blue?style=for-the-badge
[release-shield]: https://img.shields.io/badge/Build-Stable-yellow?style=for-the-badge
[code-style]: https://img.shields.io/badge/Code_Style-Black-black?style=for-the-badge

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