PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
☆467Aug 28, 2024Updated last year
Alternatives and similar repositories for hamiltorch
Users that are interested in hamiltorch are comparing it to the libraries listed below
Sorting:
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Oct 23, 2023Updated 2 years ago
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,021Feb 3, 2026Updated last month
- Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more☆1,957Oct 20, 2023Updated 2 years ago
- Lightweight MCMC sampling for PyTorch Models aka My Corona Project☆53Aug 9, 2025Updated 6 months ago
- Code for the paper "Bayesian Neural Network Priors Revisited"☆60Jul 1, 2021Updated 4 years ago
- Normalizing flows in PyTorch☆992Dec 27, 2024Updated last year
- Manifold Markov chain Monte Carlo methods in Python☆236Dec 15, 2025Updated 2 months ago
- Laplace approximations for Deep Learning.☆535Apr 22, 2025Updated 10 months ago
- A pytorch version of hamiltonian monte carlo☆15Jun 26, 2019Updated 6 years ago
- This library would form a permanent home for reusable components for deep probabilistic programming. The library would form and harness a…☆310Jan 12, 2026Updated last month
- Code Repo for "Subspace Inference for Bayesian Deep Learning"☆83Jun 17, 2024Updated last year
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆93Oct 28, 2020Updated 5 years ago
- Manifold-learning flows (ℳ-flows)☆233Nov 13, 2020Updated 5 years ago
- PyTorch implementations of algorithms for density estimation☆586May 13, 2021Updated 4 years ago
- PyTorch implementation of bayesian neural network [torchbnn]☆554Jul 25, 2024Updated last year
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆793Updated this week
- Uncertainty quantification with PyTorch☆378Jan 27, 2026Updated last month
- Fast and Easy Infinite Neural Networks in Python☆2,377Mar 1, 2024Updated 2 years ago
- Code repo for "A Simple Baseline for Bayesian Uncertainty in Deep Learning"☆478Jul 6, 2023Updated 2 years ago
- Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.☆284Dec 14, 2023Updated 2 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,835Updated this week
- Awesome resources on normalizing flows.☆1,611Jul 7, 2025Updated 7 months ago
- Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.☆2,610Feb 22, 2026Updated last week
- Constrained optimization toolkit for PyTorch☆706Jul 29, 2025Updated 7 months ago
- Differentiable SDE solvers with GPU support and efficient sensitivity analysis.☆1,704Dec 30, 2024Updated last year
- PyTorch implementation of Continuously Indexed Flows paper, with many baseline normalising flows☆32Sep 16, 2021Updated 4 years ago
- A differentiation API for PyTorch☆30Jun 21, 2020Updated 5 years ago
- PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.☆52May 14, 2021Updated 4 years ago
- The code for Meta Learning for SGMCMC☆25Feb 21, 2019Updated 7 years ago
- A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods☆1,553May 2, 2024Updated last year
- Pytorch implementation of Neural Processes for functions and images☆236Feb 8, 2022Updated 4 years ago
- A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical…☆1,518Sep 13, 2024Updated last year
- Normalizing flows in PyTorch☆444Dec 1, 2025Updated 3 months ago
- Efficient PyTorch Hessian eigendecomposition tools!☆386Feb 29, 2024Updated 2 years ago
- Bayesian optimization in PyTorch☆3,470Updated this week
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆174Feb 11, 2022Updated 4 years ago
- Gaussian processes in JAX and Flax.☆596Updated this week
- Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"☆290Feb 1, 2021Updated 5 years ago
- ☆52Feb 27, 2023Updated 3 years ago