Stochastic Gradient Langevin Dynamics for Bayesian learning
☆37Nov 29, 2021Updated 4 years ago
Alternatives and similar repositories for SGLD
Users that are interested in SGLD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆59Feb 7, 2019Updated 7 years ago
- Experiments with variational autoencoders in Julia☆17Sep 19, 2019Updated 6 years ago
- Code for paper "Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow"☆19Jul 7, 2020Updated 6 years ago
- Glow and RealNVP with tensorflow 2.0 and tensorflow probability☆31Nov 21, 2022Updated 3 years ago
- Code accompanying VarGrad: A Low-Variance Gradient Estimator for Variational Inference☆12Oct 12, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Lightweight MCMC sampling for PyTorch Models aka My Corona Project☆55Aug 9, 2025Updated last year
- ☆12Apr 20, 2023Updated 3 years ago
- Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020☆38Mar 24, 2023Updated 3 years ago
- Approximate Inference Turns Deep Networks into Gaussian Processes (dnn2gp)☆49Dec 17, 2019Updated 6 years ago
- ☆12Jun 2, 2018Updated 8 years ago
- A simple pytorch implementation of Langevin Monte Carlo algorithms.☆53Apr 9, 2020Updated 6 years ago
- Python library for Bayesian Autoencoders☆13Jun 10, 2022Updated 4 years ago
- Codes for "Understanding and Accelerating Particle-Based Variational Inference" (ICML-19)☆22Nov 17, 2019Updated 6 years ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Oct 23, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning☆95Oct 28, 2020Updated 5 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- PyTorch implementation of "Weight Uncertainty in Neural Networks"☆175Apr 12, 2022Updated 4 years ago
- Source code repo for paper "TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation"☆10Aug 11, 2023Updated 3 years ago
- Some examples on computing MLEs using TensorFlow☆15Sep 8, 2017Updated 8 years ago
- An experimental solver for (disjunctive) mixed-integer programming☆11Aug 27, 2021Updated 5 years ago
- Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more☆1,969Oct 20, 2023Updated 2 years ago
- Codebase for our paper "URSABench: Comprehensive Benchmarking of Approximate Bayesian Inference Methods for Deep Neural Networks"☆19Aug 27, 2022Updated 4 years ago
- MATLAB code for Stein Point Markov Chain Monte Carlo.☆14Jul 3, 2019Updated 7 years 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.
- ☆16Aug 25, 2017Updated 9 years ago
- A demo of Bayesian neural networks, using SVI and HMC.☆13Sep 12, 2019Updated 6 years ago
- Official code release for ICLR23 "Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning"☆16Mar 8, 2023Updated 3 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆30Oct 6, 2022Updated 3 years ago
- A TensorFlow implementation of perceptual generative autoencoder (PGA).☆22Nov 2, 2020Updated 5 years ago
- ☆10Jan 18, 2021Updated 5 years ago
- Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)☆100Mar 1, 2022Updated 4 years ago
- TabDDPM is the state of the art synthetic data generation tool using diffusion models. Here I wrap the diffusion model in an easier plug …☆20Jun 26, 2025Updated last year
- Awesome-RL-Reasoning☆17Aug 26, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [NeurIPS'20] Code for the Paper Compositional Visual Generation and Inference with Energy Based Models☆47Mar 24, 2023Updated 3 years ago
- An open-source library crafting efficient algorithms for Mixed Integer Linear Programming (MILP) challenges.☆13May 4, 2024Updated 2 years ago
- Reduced-Rejection-Rate Monte Carlo for Ising spin models☆18Mar 16, 2022Updated 4 years ago
- Face recognition with loss of softmax, sphereface, cosface, arcface in pytorch of python3☆10Apr 27, 2020Updated 6 years ago
- Training Neural Networks Without Gradients: A Scalable ADMM Approach python implement☆14Jun 20, 2017Updated 9 years ago
- Think Outside The Box And Monkey Reading☆14Jun 24, 2019Updated 7 years ago
- Reproducing the results of the paper "Bayesian Recurrent Neural Networks" by Fortunato et al.☆40Mar 30, 2018Updated 8 years ago