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1. Awesome-GFlowNets Awesome-GFlowNets Public

   A curated list of resources about generative flow networks (GFlowNets).

   394 24

2. apple/ml-diffusion-alignment-gflownet apple/ml-diffusion-alignment-gflownet Public

   PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."

   Python 8

3. Diffusion-Generative-Flow-Samplers Diffusion-Generative-Flow-Samplers Public

   PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization"

   Python 21 1

4. GFlowNet-CombOpt GFlowNet-CombOpt Public

   PyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets".

   Python 50 8

5. Stochastic-Marginal-Actor-Critic Stochastic-Marginal-Actor-Critic Public

   Official pytorch implementation for our ICLR 2023 paper "Latent State Marginalization as a Low-cost Approach for Improving Exploration".

   Python 24 1

6. GFNOrg/EB_GFN GFNOrg/EB_GFN Public

   Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

   Python 73 19