zdhNarsil / Awesome-GFlowNetsLinks
A curated list of resources about generative flow networks (GFlowNets).
☆485Updated last year
Alternatives and similar repositories for Awesome-GFlowNets
Users that are interested in Awesome-GFlowNets are comparing it to the libraries listed below
Sorting:
- A modular, easy to extend GFlowNet library☆290Updated this week
- Generative Flow Networks - GFlowNet☆279Updated this week
- GFlowNet library specialized for graph & molecular data☆271Updated 4 months ago
- Generative Flow Networks☆656Updated 2 years ago
- Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)☆344Updated 3 months ago
- ☆507Updated 5 months ago
- ☆19Updated 2 years ago
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆84Updated 2 years ago
- A curated list for awesome discrete diffusion models resources.☆459Updated 3 weeks ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆22Updated 7 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
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆458Updated 6 months ago
- Official implementation of ICML'24 paper "Offline Multi-Objective Optimization".☆22Updated 3 months ago
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆148Updated last year
- This is the official code release for Bayesian Flow Networks.☆298Updated last year
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆62Updated 5 months ago
- DISCS: The code base for the Benchmark for Discrete Sampling☆61Updated last year
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆90Updated 3 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆37Updated last year
- Learning energy decompositions for partial inference in GFlowNets☆15Updated last year
- [ICML 2024 Best Paper] Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution (https://arxiv.org/abs/2310.16834)☆639Updated last year
- ☆186Updated last year
- ☆18Updated 2 years ago
- Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (I…☆176Updated last year
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆43Updated 2 years ago
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆24Updated 3 months ago
- ☆501Updated 3 years ago
- ☆532Updated 3 years ago
- [NeurIPS 2024] Simple and Effective Masked Diffusion Language Model☆520Updated last week