daehwanahn / ML_feature_importance_methods

Python implementations of partial dependence plots and permutation importance

Machine Learning Feature Importance Methods - Python

• Partial importance
• Partial dependence plots
• SHAP values
• Aggregated SHAP values

Requirements:

• Python 2.7
• numpy
• pandas
• sklearn
• graphviz
• pdpbox
• matplotlib
• shap

Link to full tutorial: https://www.kaggle.com/ml-for-insights-signup?utm_medium=social&utm_source=twitter&utm_campaign=ML-for-insights