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.
Datasets
- Recipes dataset: Dataset collected querying GPT API with 7000 recipes.