Recursive Bayesian Networks

The Python rbnet package providing implementations of Recursive Bayesian Networks.

Lieck R, Rohrmeier M (2021) Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks. In: Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS 2021)

@inproceedings{lieck2021RBN,
  title = {Recursive {{Bayesian Networks}}: Generalising and {{Unifying Probabilistic Context}}-{{Free Grammars}} and {{Dynamic Bayesian Networks}}},
  booktitle = {Proceedings of the 35th {{Conference}} on {{Neural Information Processing Systems}} ({{NeurIPS}} 2021)},
  author = {Lieck, Robert and Rohrmeier, Martin},
  year = {2021},
}

If you are looking for the code to reproduce the results from the NeurIPS 2021 paper, have a look at the NeurIPS 2021 branch with or without data.