pyBregMan Python package

@Manual{pyBregMan-2024,
     title = {{pyBregMan: A Python package for Bregman Manifolds}},
     author = {Frank Nielsen and Alexander Soen},
     address = {Tokyo, Japan},
     year = {2024},
     url = {https://franknielsen.github.io/pyBregMan/index.html},
   }
  

• https://github.com/alexandersoen/pyBregMan (local snapshot pyBregMan-9August24.zip)
• https://pypi.org/project/pyBregMan/
• pyBregMan: A Python library for Bregman Manifolds (arXiv:2408.04175)
• Colab: Data Representations on the Bregman Manifold, tutorial for the GRaM workshop at ICML 2024 (with Alexander Soen).
• An overview of Bregman divergences: arXiv:1910.03935 (include 3-point and 4-point properties, etc.)

Sided Bregman centroids and Jensen centroids	Chernoff point (Chernoff information)
Jensen-Shannon centroid of discrete distributions (histograms)	Inductive arithmetic-harmonic-mean converging to the geometric matrix mean
Various centroids for bivariate normal distributions

• Fisher-Rao manifolds: Gaussian, Multinomial, Discrete, Mixture Manifold
• Riemannian and dually flat manifolds: PSD Manifold (non-prob)
• Various dissimilarities: Bregman, Chernoff Information, Jeffreys, Skew BurbeaRao, Skew Jensen-Bregman, Fisher-Rao , etc.
• Centroids and centers : Bregman, Skew Burbea-Rao, Gauss-Bregman center, Jeffreys-Fisher-Rao center, etc. Visualization for points and geodesics
• Smallest enclosing ball
• Bisector