Combinators

Code for Learning Proposals for Probabilistic Programs with Inference Combinators in combinators/inference.py and combinators/program.py

To cite, please use:

@inproceedings{stites-zimmerman2021LearningProposals,
  author       ={Sam Stites and Heiko Zimmerman and Hao Wu and Eli Sennesh and Jan-Willem van de Meent  },
  shortauthor  ={Stites and Zimmermann},
  title        ={Learning Proposals for Probabilistic Programs with Inference Combinators},
  year         ={2021},
  eprint       ={2103.00668},
  archivePrefix={arXiv},
  primaryClass ={stat.ML}
  note         ={Accepted to UAI 2021}
}