Generative Flow Networks
☆677Feb 28, 2023Updated 3 years ago
Alternatives and similar repositories for gflownet
Users that are interested in gflownet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GFlowNet library specialized for graph & molecular data☆285Mar 24, 2026Updated 3 weeks ago
- A modular, easy to extend GFlowNet library☆308Updated this week
- Generative Flow Networks - GFlowNet☆328Updated this week
- A curated list of resources about generative flow networks (GFlowNets).☆503Oct 1, 2024Updated last year
- Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"☆86Feb 22, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code for "Biological Sequence Design with GFlowNets", 2022☆78Mar 17, 2023Updated 3 years ago
- GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Metho…☆86Feb 15, 2023Updated 3 years ago
- A PyTorch implementation of a Generative Flow Network (GFlowNet) proposed by Bengio et al. (2021)☆44Sep 7, 2023Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆96Mar 28, 2022Updated 4 years ago
- Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.☆42Feb 9, 2024Updated 2 years ago
- ☆185Jan 16, 2024Updated 2 years ago
- QGFN: Controllable Greediness with Action Values - Code☆11May 17, 2024Updated last year
- ☆19May 11, 2023Updated 2 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆40Apr 21, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆28Jul 28, 2023Updated 2 years ago
- Official Code for Local Search GFlowNets (ICLR 2024 Spotlight)☆25Feb 27, 2025Updated last year
- ☆25Mar 26, 2024Updated 2 years ago
- A GFlowNet with a chemical synthesis action space.☆124Jan 31, 2025Updated last year
- ☆38Mar 29, 2025Updated last year
- Code for our TMLR paper "Distributional GFlowNets with Quantile Flows".☆13Feb 14, 2024Updated 2 years ago
- ☆14Aug 18, 2023Updated 2 years ago
- Synthesis-oriented GFlowNets on a large action space: "Generative Flows on Synthetic Pathway for Drug Design" (ICLR 2025)☆33Apr 6, 2026Updated last week
- Code for "Multi-Objective GFlowNets"☆18Jul 12, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with G…☆67May 30, 2023Updated 2 years ago
- Official repository for discrete Walk-Jump Sampling (dWJS)☆57Dec 17, 2023Updated 2 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Jun 4, 2024Updated last year
- A collection of deep reinforcement learning-based & GFlowNet drug molecule generators focused on generation of molecules using Graphs/SEL…☆10Dec 11, 2022Updated 3 years ago
- Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.☆71Apr 11, 2025Updated last year
- ☆232May 23, 2024Updated last year
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆76May 19, 2024Updated last year
- A powerful and flexible machine learning platform for drug discovery☆1,573Aug 12, 2024Updated last year
- Code for "RGFN: Synthesizable Molecular Generation Using GFlowNets" (NeurIPS 2024)☆29Jun 9, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official implementation of Convergent Graph Solvers (CGS)☆21Feb 1, 2022Updated 4 years ago
- ☆14Dec 29, 2022Updated 3 years ago
- Official implementation of NeurIPS'23 paper "Sample-efficient Multi-objective Molecular Optimization with GFlowNets"☆20Dec 24, 2023Updated 2 years ago
- Benchmarks for Model-Based Optimization☆96Apr 21, 2024Updated last year
- Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)☆281Feb 10, 2024Updated 2 years ago
- Structure-based Drug Design; Reinforcement Learning and Genetic Algorithm☆79Jul 17, 2023Updated 2 years ago
- ☆99Dec 19, 2022Updated 3 years ago