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

Citations by Year