Riemannian Geometry Python Packages

pyriemann

Machine learning for multivariate data through the Riemannian geometry of positive definite matrices in Python

geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

geomstats

Computations and statistics on manifolds with geometric structures.

pyriemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

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.

spacetimeengine

A python physics utility which can analyze any given metric solution to the Einstein field equations.

stochman

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

eeg-riemannian

IEEE Transactions on Emerging Topics in Computational Intelligence