This repository contains code for applying Riemannian geometry in machine learning.
☆79Jun 21, 2021Updated 4 years ago
Alternatives and similar repositories for geometric_ml
Users that are interested in geometric_ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆37Jul 1, 2020Updated 5 years ago
- Algorithms for computations on random manifolds made easier☆97Dec 4, 2023Updated 2 years ago
- Repository for the paper "Riemannian Laplace approximations for Bayesian neural networks"☆12Dec 24, 2023Updated 2 years ago
- ☆33Aug 30, 2022Updated 3 years ago
- This repository represents a basic implementation of the paper "Riemannian Geometry of Deep Generative Models", along with the results on…☆12Oct 23, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Modular Gaussian Processes☆16Dec 9, 2021Updated 4 years ago
- Code for the paper: "Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows".☆12Feb 24, 2024Updated 2 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆37Jun 11, 2020Updated 5 years ago
- Code for "Variational Autoencoder with Learned Latent Structure"☆34Mar 5, 2021Updated 5 years ago
- ICML 2020 Paper: Latent Variable Modelling with Hyperbolic Normalizing Flows☆55Dec 8, 2022Updated 3 years ago
- Official repository for the ICLR 2022 paper "Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions"…☆14Jul 5, 2022Updated 3 years ago
- Experiment with Neural ODE on Pytorch☆14Aug 9, 2019Updated 6 years ago
- Source code for the ICML2019 paper "Subspace Robust Wasserstein Distances"☆28Jun 14, 2019Updated 6 years ago
- Repository for the materials used during MLSS 2025 lectures☆21Aug 20, 2025Updated 8 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Nov 18, 2023Updated 2 years ago
- CPAB Transformations: finite-dimensional spaces of simple, fast, and highly-expressive diffeomorphisms derived from parametric, continuou…☆51Aug 17, 2021Updated 4 years ago
- [NeurIPS 2023] Riemannian Residual Neural Networks (https://arxiv.org/abs/2006.10254)☆24Feb 4, 2024Updated 2 years ago
- Implementation of WGAN-TS☆13Oct 29, 2019Updated 6 years ago
- Riemannian Convex Potential Maps☆67Mar 31, 2023Updated 3 years ago
- ChebLieNet, a spectral graph neural network turned equivariant by Riemannian geometry on Lie groups.☆14Aug 20, 2024Updated last year
- ☆17Mar 16, 2022Updated 4 years ago
- Scalable Bayes via Barycenter in Wasserstein Space☆10Sep 7, 2017Updated 8 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Mar 22, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2022] Path integral sampler☆54Aug 21, 2023Updated 2 years ago
- ☆12Mar 1, 2022Updated 4 years ago
- NoiseGrad (and its extension NoiseGrad++) is a method to enhance explanations of artificial neural networks by adding noise to model weig…☆22May 11, 2023Updated 2 years ago
- Code for the Paper 'On the Connection Between Adversarial Robustness and Saliency Map Interpretability' by C. Etmann, S. Lunz, P. Maass, …☆16May 9, 2019Updated 7 years ago
- A nonparametric variational information bottleneck (NVIB) layer in Pytorch☆11Apr 15, 2025Updated last year
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆14Aug 8, 2025Updated 9 months ago
- This repository contains the source code to perform Geometry-aware Bayesian Optimization (GaBO) on Riemannian manifolds.☆54Nov 10, 2021Updated 4 years ago
- ☆18Feb 17, 2023Updated 3 years ago
- ☆11Sep 16, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Nov 4, 2024Updated last year
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆54May 16, 2022Updated 3 years ago
- Scripts to generate and analyze afdb clusters☆11Sep 15, 2023Updated 2 years ago
- ☆20Jul 16, 2019Updated 6 years ago
- ☆22Dec 3, 2021Updated 4 years ago
- Code to minimize the Variational Contrastive Divergence (VCD)☆29May 30, 2019Updated 6 years ago
- Differentiable and numerically stable implementation of the matrix exponential☆32Oct 20, 2020Updated 5 years ago