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v2.0.1

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@josephdviviano josephdviviano released this 09 Jul 04:11
· 78 commits to master since this release
72da54c

What's Changed

  • Multiple improvements to replay buffers.
  • Support for conditional GFNs.
  • Support for graph-based states (using torch_geometric).
  • Major improvements supporting reproducible experiments in distributed settings.
  • Various quality of life improvements, small features, optimizations, and refactorings.
  • Complete type safety - library-wide adherence to pyright, while dropping torchtyping.
  • Improved documentation.
  • Addition of many new environments in gfn/gym.
  • Addition of new tutorials and examples demonstrating advanced usage of torchgfn.
  • Reproduction of DAG-GFlowNet (Bayesian Structure learning, Deleu et al., 2022).
  • Local search sampler (Local Search GFlowNets, Kim et al., 2024).

New Contributors

Full Changelog: v1.2.1...v2.0.1