master / tensorflow-riemopt
A library for optimization on Riemannian manifolds
☆103Updated last year
Related projects ⓘ
Alternatives and complementary repositories for tensorflow-riemopt
- Riemannian Convex Potential Maps☆68Updated last year
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆115Updated last year
- ☆36Updated 4 years ago
- Spatio-temporal alignements: Optimal transport in space and time☆42Updated 3 years ago
- Differentiable and numerically stable implementation of the matrix exponential☆32Updated 4 years ago
- Python implementation of smooth optimal transport.☆56Updated 3 years ago
- VAEs with Lie Group latent space☆97Updated 2 years ago
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆86Updated 2 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆52Updated 2 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆78Updated 3 years ago
- Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326☆71Updated 6 years ago
- ☆22Updated 4 years ago
- Examples of more involved applications using Geomstats☆32Updated 3 years ago
- [ICML 2020] Differentiating through the Fréchet Mean (https://arxiv.org/abs/2003.00335).☆53Updated 3 years ago
- Riemannian Optimization Using JAX☆45Updated last year
- ☆18Updated last year
- ☆49Updated 3 months ago
- A manifold optimization library for deep learning☆237Updated 3 years ago
- ☆17Updated 2 years ago
- Graduate topics course on learning discrete latent structure.☆66Updated 5 years ago
- Tree Approximate Message Passing☆29Updated 6 months ago
- ☆53Updated 3 months ago
- Code for "Accelerating Natural Gradient with Higher-Order Invariance"☆30Updated 5 years ago
- ☆258Updated last year
- This repository implements and evaluates convolutional networks on the Möbius strip as toy model instantiations of Coordinate Independent …☆73Updated 11 months ago
- Algorithms for computations on random manifolds made easier☆86Updated 11 months ago
- A differentiation API for PyTorch☆30Updated 4 years ago
- ☆98Updated 3 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆35Updated 4 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆50Updated 2 years ago