Metadata-Version: 2.3
Name: Protify
Version: 0.0.1
Summary: Low code chemcial property prediction
License: Protify License
Keywords: plm, protein, transformer
Author: Synthyra
Author-email: info@synthyra.com
Requires-Python: >=3.8,<4.0
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Requires-Dist: accelerate (>=1.1.0)
Requires-Dist: datasets
Requires-Dist: einops
Requires-Dist: lightgbm
Requires-Dist: networkx (>=3.4.2)
Requires-Dist: numpy (==1.26.1)
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: tensorflow
Requires-Dist: tf-keras
Requires-Dist: torch (>=2.5.1)
Requires-Dist: torchinfo
Requires-Dist: torchmetrics
Requires-Dist: torchvision
Requires-Dist: transformers (>=4.47)
Requires-Dist: xgboost
Project-URL: Repository, https://github.com/Synthyra/Protify
Description-Content-Type: text/markdown

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  <h3 align="center">Protify</h3>

  <p align="center">
    A low code solution for predicting the properties of chemicals.
    <br />
    <a href="https://github.com/Synthyra/Protify"><strong>Explore the docs »</strong></a>
    <br />
    <br />
    <a href="https://github.com/Synthyra/Protify">View Demo</a>
    &middot;
    <a href="https://github.com/Synthyra/Protify/issues/new?labels=bug&template=bug-report---.md">Report Bug</a>
    &middot;
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<!-- TABLE OF CONTENTS -->
<details>
  <summary>Table of Contents</summary>
  <ol>
    <li>
      <a href="#about-the-project">About The Project</a>
      <ul>
        <li><a href="#built-with">Built With</a></li>
      </ul>
    </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="#usage">Usage</a></li>
    <li><a href="#roadmap">Roadmap</a></li>
    <li><a href="#contributing">Contributing</a></li>
    <li><a href="#license">License</a></li>
    <li><a href="#contact">Contact</a></li>
    <li><a href="#acknowledgments">Acknowledgments</a></li>
  </ol>
</details>



<!-- ABOUT THE PROJECT -->
## About The Project

<p align="right">(<a href="#readme-top">back to top</a>)</p>



### Built With
* [![PyTorch][PyTorch-badge]][PyTorch-url]
* [![Transformers][Transformers-badge]][Transformers-url]
* [![Datasets][Datasets-badge]][Datasets-url]
* [![PEFT][PEFT-badge]][PEFT-url]
* [![scikit-learn][Scikit-learn-badge]][Scikit-learn-url]
* [![NumPy][NumPy-badge]][NumPy-url]
* [![SciPy][SciPy-badge]][SciPy-url]
* [![Einops][Einops-badge]][Einops-url]
* [![PAUC][PAUC-badge]][PAUC-url]
* [![LazyPredict][LazyPredict-badge]][LazyPredict-url]

<p align="right">(<a href="#readme-top">back to top</a>)</p>



## Getting Started

### Prerequisites

### Installation

<p align="right">(<a href="#readme-top">back to top</a>)</p>



## Usage

<p align="right">(<a href="#readme-top">back to top</a>)</p>


## Contributing

Contributions are what make the open source community such an amazing place to learn, inspire, and create. Any contributions you make are **greatly appreciated**.

See the [open issues](https://github.com/Synthyra/Protify/issues) for a full list of proposed features (and known issues).

### Top contributors:

<a href="https://github.com/Synthyra/Protify/graphs/contributors">
  <img src="https://contrib.rocks/image?repo=Synthyra/Protify" alt="contrib.rocks image" />
</a>

<p align="right">(<a href="#readme-top">back to top</a>)</p>



<!-- LICENSE -->
## License

Distributed under the Protify License. See `LICENSE.md` for more information.

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## Contact

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## Acknowledgments

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## Cite

If you use this package, please cite the following papers.



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[linkedin-url]: https://www.linkedin.com/company/synthyra
[product-screenshot]: images/screenshot.png

[Transformers-badge]: https://img.shields.io/badge/Hugging%20Face-Transformers-FF6C44?style=for-the-badge&logo=Huggingface&logoColor=white  
[Transformers-url]: https://github.com/huggingface/transformers

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[LazyPredict-url]: https://github.com/shankarpandala/lazypredict

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[PEFT-url]: https://github.com/huggingface/peft

[Einops-badge]: https://img.shields.io/badge/Einops-Transform-4B8BBE?style=for-the-badge&logo=python&logoColor=white  
[Einops-url]: https://github.com/arogozhnikov/einops

