GFNOrg / EB_GFNLinks
Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"
☆83Updated 2 years ago
Alternatives and similar repositories for EB_GFN
Users that are interested in EB_GFN are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆42Updated last year
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆84Updated 2 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆55Updated last year
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆87Updated 3 years ago
- ☆34Updated 2 months ago
- ☆17Updated 2 years ago
- A modular, easy to extend GFlowNet library☆270Updated this week
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆22Updated last year
- ☆24Updated last year
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆40Updated last year
- [ICML'21] Improved Contrastive Divergence Training of Energy Based Models☆63Updated 3 years ago
- Simple illustrative examples for energy-based models in PyTorch☆62Updated 5 years ago
- ☆35Updated 2 years ago
- ☆24Updated last year
- Official implementation of Transformer Neural Processes☆78Updated 2 years ago
- Baselines for Model-Based Optimization☆53Updated 3 years ago
- ☆26Updated 2 years ago
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated last year
- ☆9Updated 2 years ago
- Benchmarks for Model-Based Optimization☆92Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆56Updated 10 months ago
- Generative Flow Networks - GFlowNet☆254Updated last week
- ☆51Updated 4 years ago
- This repository contains code for applying Riemannian geometry in machine learning.☆77Updated 4 years ago
- Graphically structured diffusion model.☆20Updated 2 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆34Updated last year
- Tools to connect to and interact with the Mila cluster☆72Updated last week
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆18Updated 3 months ago
- Noise Contrastive Estimation (NCE) in PyTorch☆32Updated 3 months ago
- GFlowNet library specialized for graph & molecular data☆253Updated 2 weeks ago