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statmlben committed Jun 20, 2024
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**RankDice** is a Python module for producing segmentation by `RankDice` framework based on an estimated probability.

- GitHub repo: [https://github.com/statmlben/rankseg](https://github.com/statmlben/rankseg)
- Open Source: [MIT license](https://opensource.org/licenses/MIT)
- Slides: [https://slides.com/statmlben/rankseg](https://slides.com/statmlben/rankseg)
- Paper: [JMLR-v24-22-0712](https://www.jmlr.org/papers/v24/22-0712.html)
<!-- - Documentation: [https://rankseg.readthedocs.io](https://rankseg.readthedocs.io/en/latest/) -->

## Installation

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[![Github](https://badges.aleen42.com/src/github.svg)](https://github.com/statmlben/rankseg)
[![MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

- [ ] develop `rank_dice` for `numpy` and `tf2`
<!-- - [ ] develop `rank_dice` for `numpy` and `tf2` -->
- [ ] develop a scalable`rank_IoU` with GPU-computing
- [ ] develop a scalable `rank_dice` with non-overlapping segmentation
- [ ] debug for `torch.backends.cudnn.flags(enabled=False, deterministic=True, benchmark=True)` when `enabled=True`
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