woe

Scorecard Development in python, 评分卡

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

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

Scorecard Development in R, 评分卡

A High-level Scorecard Modeling API | 评分卡建模尽在于此

Landslide Susceptibility Assessment Tools - Project Manager Suite

Use Machine learning to build scorecard model

Official github repository for Aste Grf. Join discord server for new version and more info.

Umbrella repo for the ToxMCP Suite (docs, links, quickstart).

Weight of Evidence，基于iv值最大思想求最优分箱

数据分析

Automatic optimal discretization pipeline

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

Credit scoring modeling toolbox based on R

Transparent Python toolkit for probability-of-default model validation, monitoring, WoE/IV, calibration, discrimination, and stability

OptimalBinningWoE is a high-performance R package for optimal binning and Weight of Evidence (WoE) transformation, designed for credit scoring, risk assessment, and predictive modeling applications.

A python package for credit risk card.

Yet Another Score Card

This project demonstrates a machine learning solution for predicting diabetes based on user-provided health data. The application uses Streamlit for an interactive web interface and advanced interpretability tools like SHAP and permutation importance to explain model predictions.