Manifold Python Packages

geomstats

Computations and statistics on manifolds with geometric structures.

pycirclemedianfilter

Fast median filter for circle-valued data, for example signals or images describing phase or orientation

hyperretro

HyperTensor is a geometric framework for understanding, compressing, and extending transformer language models.

hypersort

HyperTensor is a geometric framework for understanding, compressing, and extending transformer language models.

hypertensor-core

HyperTensor is a geometric framework for understanding, compressing, and extending transformer language models.

gemex

GEMEX is a novel, model-agnostic Explainable AI (XAI) library grounded in Riemannian information geometry and differential geometry. It treats a trained model as defining a statistical manifold equipped with the Fisher Information Metric and derives all explanations from the intrinsic geometry of that manifold.

tensorflow-riemopt

A library for optimization on Riemannian manifolds

pycicy

A python CICY toolkit

mdla

Multivariate Dictionary Learning Algorithm

stochman

StochMan is a collection of elementary algorithms for computations on random manifolds

pycmf

Fast median filter for circle-valued data, for example signals or images describing phase or orientation