nocotan / awesome-information-geometryLinks
About A collection of AWESOME things about information geometry Topics
☆172Updated last year
Alternatives and similar repositories for awesome-information-geometry
Users that are interested in awesome-information-geometry are comparing it to the libraries listed below
Sorting:
- Loopy belief propagation for factor graphs on discrete variables in JAX☆164Updated last year
- Parameter-Free Optimizers for Pytorch☆130Updated last year
- Riemannian Optimization Using JAX☆53Updated 2 years ago
- Interactive textbook on state-space models☆200Updated last year
- Mutual information estimators and benchmark☆55Updated 3 months ago
- Compositional Linear Algebra☆504Updated 4 months ago
- Exact OU processes with JAX☆59Updated 9 months ago
- ☆148Updated 6 months ago
- Agustinus' very opiniated publication-ready plotting library☆70Updated 7 months ago
- Uncertainty quantification with PyTorch☆378Updated 2 months ago
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆171Updated 3 years ago
- Materials of the Nordic Probabilistic AI School 2022.☆181Updated 3 years ago
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆82Updated last year
- Tutorial on amortized optimization for learning to optimize over continuous domains☆249Updated 2 months ago
- Geometric kernels on manifolds, meshes and graphs☆282Updated last week
- A curated list of topological deep learning (TDL) resources and links.☆268Updated 2 months ago
- IVON optimizer for neural networks based on variational learning.☆78Updated last year
- Bayesian inference with Python and Jax.☆34Updated 3 years ago
- Scalable Convex Neural Networks☆25Updated 7 months ago
- Algorithms for computations on random manifolds made easier☆94Updated 2 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆78Updated 4 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆223Updated last year
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆40Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- Sketched linear operations for PyTorch☆100Updated 2 months ago
- Riemannian Convex Potential Maps☆67Updated 2 years ago
- Materials of the Nordic Probabilistic AI School 2023.☆91Updated 2 years ago
- A general-purpose, deep learning-first library for constrained optimization in PyTorch☆150Updated last month
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆54Updated 3 years ago
- Open source code for EigenGame.☆34Updated 2 years ago