PDPbox swMATH ID: 36559 Software Authors: SauceCat Description: PDPbox: python partial dependence plot toolbox. Motivation: This repository is inspired by ICEbox. The goal is to visualize the impact of certain features towards model prediction for any supervised learning algorithm. (now support all scikit-learn algorithms) Homepage: https://pdpbox.readthedocs.io/en/latest/ Source Code: https://github.com/SauceCat/PDPbox Dependencies: python Related Software: XGBoost; NumPy; Scikit; LightGBM; modelStudio; DALEX; TensorFlow; Fairlearn; AI Explainability 360; H2O; dalex; GitHub; plotly.py; Aequitas; iNNvestigate; Plotly; Arena; InterpretML; AIF360; Alibi Cited in: 1 Document Cited by 5 Authors 1 Baniecki, Hubert 1 Biecek, Przemysław 1 Kretowicz, Wojciech 1 Piątyszek, Piotr 1 Wiśniewski, Jakub Cited in 1 Serial 1 Journal of Machine Learning Research (JMLR) Cited in 1 Field 1 Computer science (68-XX) Citations by Year