GFNOrg / torchgfnLinks
A modular, easy to extend GFlowNet library
☆283Updated this week
Alternatives and similar repositories for torchgfn
Users that are interested in torchgfn are comparing it to the libraries listed below
Sorting:
- Generative Flow Networks - GFlowNet☆265Updated 3 weeks ago
- GFlowNet library specialized for graph & molecular data☆262Updated 2 months ago
- A curated list of resources about generative flow networks (GFlowNets).☆474Updated 10 months ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆85Updated 2 years ago
- Benchmarks for Model-Based Optimization☆94Updated last year
- Generative Flow Networks☆644Updated 2 years ago
- ☆18Updated 2 years ago
- 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…☆86Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆87Updated 3 years ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆58Updated 3 months ago
- ☆35Updated 4 months ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆56Updated 2 years ago
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)☆323Updated 3 weeks ago
- Tools to connect to and interact with the Mila cluster☆75Updated 3 weeks ago
- ☆17Updated last year
- Comparison between GFlowNets & Maximum Entropy RL☆19Updated last year
- ☆13Updated last year
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆34Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆59Updated 11 months ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆20Updated 5 months ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆21Updated last month
- ☆26Updated 2 years ago
- This is the official code release for Bayesian Flow Networks.☆288Updated last year
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆35Updated 7 months ago
- QGFN: Controllable Greediness with Action Values - Code☆10Updated last year
- Learning energy decompositions for partial inference in GFlowNets☆16Updated last year
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆24Updated last year
- Code for the paper: "Independent mechanism analysis, a new concept?"☆24Updated 2 years ago
- Baselines for Model-Based Optimization☆53Updated 3 years ago