Libraries and Datasets

Software Tools

  • PSyKE: A Python library for the extraction of symbolic knowledge from ML predictors.
  • PSyKI: A Python library for the injection of symbolic knowledge into ML predictors.
  • DEXiRE: A Python library for rule extraction from Deep Learning models.
  • Pro-DEXiRE: A Python library that complements DEXiRE’s rule based explanations with probabilistic reasoning.