evclust : Python library for evidential clustering

Get Started \ pip install

Various clustering algorithms that produce a credal partition, i.e., a set of Dempster-Shafer mass functions representing the membership of objects to clusters. The mass functions quantify the cluster-membership uncertainty of the objects. The algorithms are: Evidential c-Means, Relational Evidential c-Means, Constrained Evidential c-Means, Multiples Relational Evidential c-Means.

@misc{soubeiga2024,
      title={evclust: Python library for evidential clustering}, 
      author={Armel Soubeiga and Violaine Antoine},
      year={2025},
      eprint={2502.06587},
      archivePrefix={arXiv},
      primaryClass={cs.SE},
      url={https://arxiv.org/abs/2502.06587}, 
}