maxwshen / gflownetLinks
☆19Updated 2 years ago
Alternatives and similar repositories for gflownet
Users that are interested in gflownet are comparing it to the libraries listed below
Sorting:
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆23Updated 8 months ago
- ☆33Updated 6 months ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Updated 2 years ago
- Benchmarks for Model-Based Optimization☆95Updated last year
- A modular, easy to extend GFlowNet library☆291Updated last week
- Code for paper "Compositional Sculpting of Iterative Generative Processes"☆25Updated 2 years ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆84Updated 2 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆43Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Updated last year
- ☆18Updated last year
- ☆31Updated 2 years ago
- QGFN: Controllable Greediness with Action Values - Code☆10Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆64Updated 6 months ago
- ☆14Updated 2 years ago
- Official release of code for "Oops I Took A Gradient: Scalable Sampling for Discrete Distributions"☆56Updated 2 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆38Updated last year
- DISCS: The code base for the Benchmark for Discrete Sampling☆62Updated last year
- ☆27Updated 2 years ago
- This repository is the official implementation of Bidirectional Learning for Offline Infinite-width Model-based Optimization (NeurIPS 202…☆15Updated 2 years ago
- ☆18Updated 2 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆38Updated 10 months ago
- ☆20Updated 8 months ago
- ☆12Updated 2 years ago
- GFlowNet library specialized for graph & molecular data☆274Updated 4 months ago
- Code for "Multi-Objective GFlowNets"☆16Updated 2 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB). ICLR 2023.☆65Updated last year
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆90Updated 3 years ago
- Baselines for Model-Based Optimization installation fixes and compatible with newer AMPERE+ GPUs (e.g. 3090)☆11Updated 2 years ago
- Code for "Biological Sequence Design with GFlowNets", 2022☆74Updated 2 years ago
- Comparison between GFlowNets & Maximum Entropy RL☆19Updated last year