This is a probabilistic versoin of Popper, inspired by ProbFOIL.
See the original README.md. Since the format of the example file has changed, refer to the new examples.
You can now include mutually exclusive predicates in your bk, by adding an exclusive predicate in the bias file. See the surf example.
Functional testing does not work for now.
- Andrew Cropper and Rolf Morel. Learning programs by learning from failures.
- Luc De Raedt, Ingo Thon. Probabilistic rule learning
- Luc De Raedt, Anton Dries, Ingo Thon, Guy Van den Broeck, Mathias Verbeke. Inducing probabilistic relational rules from probabilistic examples.