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TsingZ0 committed Dec 10, 2024
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👏 **We will change the license to Apache-2.0 in the next release.**

🎉 <span style="color: red;">NEW!!!</span> Three new datasets have been added, two of which address ***real-world*** scenarios: (1) tumor tissue patches from breast cancer metastases in lymph node sections sourced from **different hospitals**, and (2) wildlife photos captured by **different camera traps**. The third dataset focuses on the ***label-skew*** scenario: chest X-ray images from **hospitals** for COVID-19. These datasets are also compatible with our [HtFLlib](https://github.com/TsingZ0/HtFLlib)
🔥 Three new datasets have been added, two of which address ***real-world*** scenarios: (1) tumor tissue patches from breast cancer metastases in lymph node sections sourced from **different hospitals**, and (2) wildlife photos captured by **different camera traps**. The third dataset focuses on the ***label-skew*** scenario: chest X-ray images from **hospitals** for COVID-19. These datasets are also compatible with our [HtFLlib](https://github.com/TsingZ0/HtFLlib)

[![arXiv](https://img.shields.io/badge/arXiv-2312.04992-b31b1b.svg)](https://arxiv.org/abs/2312.04992) [![License: GPL v2](https://img.shields.io/badge/License-GPL_v2-blue.svg)](https://www.gnu.org/licenses/old-licenses/gpl-2.0.en.html)

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year={2023}
}
```
### Features
### Key Features

- **37 traditional FL ([tFL](#traditional-fl-tfl)) and personalized FL ([pFL](#personalized-fl-pfl)) algorithms, 3 scenarios, and 23 datasets.**

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