Projects in Awesome Lists tagged with riemannian-geometry

https://github.com/geomstats/geomstats

Computations and statistics on manifolds with geometric structures.

deep-learning geodesic geometry gpu-programming lie-groups machine-learning manifold neural-networks riemannian-geometry statistics

Last synced: 17 Dec 2024

https://github.com/geoopt/geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

optimization pytorch riemannian-geometry riemannian-manifold riemannian-optimization

Last synced: 30 Oct 2024

https://github.com/pyRiemann/pyRiemann

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

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 12 Nov 2024

https://github.com/pyriemann/pyriemann

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

brain-computer-interface covariance-estimation covariance-matrix eeg hermitian-matrices image-processing machine-learning positive-definite-matrices python radar-image remote-sensing riemannian-geometry signal-processing statistics symmetric-matrices time-series

Last synced: 20 Dec 2024

https://github.com/spacetimeengineer/spacetimeengine

A Python utility for analyzing a given solution to the Einstein's field equations. Built on Sympy.

computer-algebra connection einstein einstein-coefficients einstein-field-equations gravity gravity-simulation metric-theory research-tool ricci-curvature riemann riemannian-geometry science-research spacetime spacetime-toolkit sympy tensor-algebra tensor-contraction

Last synced: 29 Nov 2024

https://github.com/MachineLearningLifeScience/stochman

Algorithms for computations on random manifolds made easier

machine-learning manifold python pytorch riemannian-geometry

Last synced: 12 Nov 2024

https://github.com/adavoudi/spdnet

Implementation of Deep SPDNet in pytorch

deep-learning dimensionality-reduction pytorch riemannian-geometry riemannian-manifold riemannian-optimization symmetric-positive-definite

Last synced: 11 Dec 2024

https://github.com/pyriemann/pyriemann-qiskit

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

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 19 Dec 2024

https://github.com/pyRiemann/pyRiemann-qiskit

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

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 16 Nov 2024

https://github.com/vikashg/geometry-reading-list

A curated list of reading material and lecture notes for all things geometry. Mostly focussed on differential and Riemannian geometry with applications to physics, medical imaging and computer vision.

computational-geometry differential-geometry geometry riemannian-geometry

Last synced: 11 Dec 2024

https://github.com/chakravala/cartan.jl

Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations

applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology

Last synced: 18 Nov 2024

https://github.com/chakravala/Cartan.jl

Maurer-Cartan-Lie frame connections ∇ Grassmann.jl TensorField derivations

applied-category-theory calculus clifford-algebras compositionality computational-geometry computational-topology curvature differential-geometry discrete-exterior-calculus general-relativity geometric-algebra hyperbolic-geometry lie-groups manifolds mesh-processing non-euclidean-geometry riemannian-geometry tensor tensor-algebra topology

Last synced: 29 Nov 2024