Scorecard Development in python, 评分卡

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

Scorecard Development in R, 评分卡

Tools for binning data

Monotone Weight Of Evidence Transformer and LogisticRegression model with scikit-learn API

Sklearn-compatible WOE encoders

Lead prediction case. Used GBM, RandomForest Linear Regression on H2O package