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GitHub topics: riemannian-optimization

Shiwen-Yang/ABCDPRGM

Codebase for simulating and estimating the Attractor-Based Coevolving Dot Product Random Graph Model (ABCDPRGM), a dynamic network model for analyzing polarization and flocking in graph data. Includes synthetic experiments and real-data analysis using Age of Empires IV ranked match data.

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

geoopt/geoopt

Riemannian Adaptive Optimization Methods with pytorch optim

Language: Python - Size: 1.5 MB - Last synced at: 25 days ago - Pushed at: 12 months ago - Stars: 909 - Forks: 82

adavoudi/spdnet

Implementation of Deep SPDNet in pytorch

Language: Python - Size: 51.8 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 64 - Forks: 11

Vivi26499/Optimization-on-smooth-manifolds

Language: TeX - Size: 1.83 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ocramz/assignment-riemann-opt

minimum bipartite matching via Riemann optimization

Language: Python - Size: 21 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

EmilianoG-byte/opentn

Code for my master thesis at the Scientific Computing chair @ TUM under the supervision of Prof. Christian Mendl

Language: Jupyter Notebook - Size: 36 MB - Last synced at: 10 days ago - Pushed at: 9 months ago - Stars: 4 - Forks: 0

Benoit-Muller/PDM

Master project: Bures-Wasserstein barycenters

Language: MATLAB - Size: 45.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

david-m-rosen/SE-Sync

An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.

Language: Jupyter Notebook - Size: 19.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 327 - Forks: 77

Hideki105/riemannian-optimization

リーマン多様体上の最適化

Language: Python - Size: 24.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

david-m-rosen/Optimization

A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.

Language: C++ - Size: 400 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 78 - Forks: 15

Suhyun777/CVPR23-GAP

Official Implementation of CVPR 2023 paper: "Meta-Learning with a Geometry-Adaptive Preconditioner"

Language: Python - Size: 800 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

bghojogh/LBFGS-Vector-Transport-Free

The code for vector transport free LBFGS quasi-Newton's optimization on the Riemannian manifolds

Language: MATLAB - Size: 13.3 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

hiroyuki-kasai/Subsampled-RTR

Subsampled Riemannian trust-region (RTR) algorithms

Language: MATLAB - Size: 4.95 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 5

mrparker909/MGLMRiem

Implementing the algorithms of Kim et al. 2014 for regressing multiple symmetric positive definite matrices against real valued covariates.

Language: R - Size: 177 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

hiroyuki-kasai/RSOpt

Riemannian stochastic optimization algorithms: Version 1.0.3

Language: MATLAB - Size: 7.62 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 19