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Student @ Mila. Previous undergraduate @ Peking University.
Highlights
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Awesome-GFlowNets
Awesome-GFlowNets PublicA curated list of resources about generative flow networks (GFlowNets).
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Diffusion-Generative-Flow-Samplers
Diffusion-Generative-Flow-Samplers PublicPyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization"
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GFlowNet-CombOpt
GFlowNet-CombOpt PublicPyTorch implementation for our NeurIPS 2023 spotlight paper "Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets".
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Stochastic-Marginal-Actor-Critic
Stochastic-Marginal-Actor-Critic PublicOfficial pytorch implementation for our ICLR 2023 paper "Latent State Marginalization as a Low-cost Approach for Improving Exploration".
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GFNOrg/EB_GFN
GFNOrg/EB_GFN PublicCode for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"
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Distributional-GFlowNets
Distributional-GFlowNets PublicCode for our TMLR paper "Distributional GFlowNets with Quantile Flows".
Python 9
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