Sampling with gradient-based Markov Chain Monte Carlo approaches
☆111Apr 19, 2024Updated 2 years ago
Alternatives and similar repositories for Langevin-dynamics
Users that are interested in Langevin-dynamics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple pytorch implementation of Langevin Monte Carlo algorithms.☆53Apr 9, 2020Updated 6 years ago
- Lightweight Bayesian deep learning library for fast prototyping based on PyTorch☆14Feb 24, 2023Updated 3 years ago
- An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)☆42May 20, 2022Updated 4 years ago
- Lightweight MCMC sampling for PyTorch Models aka My Corona Project☆55Aug 9, 2025Updated last year
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Pytorch implementation of OCFGAN-GP (CVPR 2020, Oral).☆15Apr 3, 2020Updated 6 years ago
- A demo shows how to combine Langevin dynamics with score matching for generative models.☆41Nov 19, 2020Updated 5 years ago
- [NeurIPS 2023] Formulating Discrete Probability Flow Through Optimal Transport☆21Jan 8, 2024Updated 2 years ago
- Richard @rdgao & Michael @michaeldeistler: using neural network-based regression and density estimation for Generalized Bayesian Inferenc…☆11Dec 19, 2025Updated 9 months ago
- SVGD implementation☆12Jul 23, 2018Updated 8 years ago
- orbital MCMC☆10Jun 17, 2021Updated 5 years ago
- RGM: Random Geological Model Generation package☆25Oct 1, 2026Updated last week
- The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural …☆17Jun 18, 2026Updated 3 months ago
- Noise Contrastive Estimation (NCE) in PyTorch☆33Jun 3, 2026Updated 4 months 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.
- Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy☆24Oct 28, 2024Updated last year
- Code for the paper Generalization and Equilibrium in GANs☆16Aug 3, 2017Updated 9 years ago
- Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.☆26Dec 3, 2020Updated 5 years ago
- Educational implementation of the Discrete Flow Matching paper☆142Aug 26, 2024Updated 2 years ago
- ☆59Feb 7, 2019Updated 7 years ago
- Simple illustrative examples for energy-based models in PyTorch☆67Feb 12, 2020Updated 6 years ago
- bumble bee transformer☆14Apr 19, 2021Updated 5 years ago
- [AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".☆20May 12, 2023Updated 3 years ago
- PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks☆472Aug 28, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Optix/CUDA based photon mapping☆14Dec 16, 2016Updated 9 years ago
- Finite State Projection algorithms for chemical reaction networks☆20Sep 12, 2026Updated last month
- ☆16Dec 31, 2021Updated 4 years ago
- Agar.io for Continual Reinforcement Learning☆28Aug 27, 2026Updated last month
- Data-driven synthesis of broadband earthquake ground motions using artificial intelligence☆13Apr 7, 2022Updated 4 years ago
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆95Oct 28, 2020Updated 5 years ago
- A minimalist implementation of score-based diffusion model☆131Aug 18, 2021Updated 5 years ago
- Official code base for NeurIPS 2021 SVRHM Workshop poster "On the use of Cortical Magnification and Saccades as Biological Proxies for Da…☆14Jun 28, 2023Updated 3 years ago
- Code for Policy Bifurcation in Safe Reinforcement Learning☆10Jul 4, 2025Updated last year
- 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.
- An implementation of DreamerV2 written in JAX, with support for running multiple random seeds of an experiment on a single GPU.☆18Jan 16, 2023Updated 3 years ago
- Code for the paper https://arxiv.org/abs/2402.04997☆114Feb 8, 2024Updated 2 years ago
- Library for Bayesian Quadrature☆32Apr 2, 2019Updated 7 years ago
- A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch☆721Nov 12, 2022Updated 3 years ago
- Laplace approximations for Deep Learning.☆550Updated this week
- Simple MoE - Day 17 of 365 Days of Repos☆20Jun 2, 2026Updated 4 months ago
- Implicit Generation and Generalization in Energy Based Models in PyTorch☆68Mar 25, 2019Updated 7 years ago