nocotan / awesome-information-geometryLinks
About A collection of AWESOME things about information geometry Topics
☆167Updated 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:
- Parameter-Free Optimizers for Pytorch☆131Updated last year
- Interactive textbook on state-space models☆197Updated last year
- Compositional Linear Algebra☆489Updated 2 months ago
- Riemannian Optimization Using JAX☆53Updated last year
- Loopy belief propagation for factor graphs on discrete variables in JAX☆157Updated last year
- Agustinus' very opiniated publication-ready plotting library☆69Updated 5 months ago
- Mutual information estimators and benchmark☆53Updated last month
- ☆146Updated 4 months ago
- Omnigrok: Grokking Beyond Algorithmic Data☆62Updated 2 years ago
- Uncertainty quantification with PyTorch☆375Updated 2 weeks ago
- Tutorial on amortized optimization for learning to optimize over continuous domains☆246Updated 3 weeks ago
- Sketched linear operations for PyTorch☆92Updated last week
- Materials of the Nordic Probabilistic AI School 2022.☆179Updated 3 years ago
- Notes for the Numerics of Machine Learning Lecture Course at the University of Tübingen☆220Updated last year
- Sampling with gradient-based Markov Chain Monte Carlo approaches☆108Updated last year
- TensorLy-Torch: Deep Tensor Learning with TensorLy and PyTorch☆80Updated last year
- ☆58Updated 6 months ago
- This repository contains code for applying Riemannian geometry in machine learning.☆78Updated 4 years ago
- Algorithms for computations on random manifolds made easier☆94Updated last year
- A curated list of topological deep learning (TDL) resources and links.☆269Updated last week
- Bayesian inference with Python and Jax.☆34Updated 2 years ago
- Geometric kernels on manifolds, meshes and graphs☆274Updated 3 weeks ago
- Materials of the Nordic Probabilistic AI School 2023.☆91Updated 2 years ago
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆52Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- A general-purpose, deep learning-first library for constrained optimization in PyTorch☆145Updated 4 months ago
- Open source code for EigenGame.☆33Updated 2 years ago
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆38Updated last year
- Python & Matlab code for the figures from the book "Learning Theory from First Principles" by Francis Bach☆127Updated last year
- The Energy Transformer block, in JAX☆58Updated last year