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1. Awesome-Riemannian-Optimization Awesome-Riemannian-Optimization Public

   This repo contains papers, books, tutorials and resources on Riemannian optimization.

   54 3

2. RSDM RSDM Public

   Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method (ICML 2025)

   Python 6

3. SLTrain SLTrain Public

   SLTrain: a sparse plus low-rank approach for parameter and memory efficient pretraining (NeurIPS 2024)

   Python 39 1

4. rhgd rhgd Public

   A Framework for Bilevel Optimization on Riemannian Manifolds (NeurIPS 2024)

   Python 8

5. rcd rcd Public

   Riemannian coordinate descent algorithms on matrix manifolds (ICML 2024)

   MATLAB 10

6. AI-vs-BW AI-vs-BW Public

   On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry (NeurIPS 2021)

   MATLAB 5 3