Scorecard Python Packages

optbinning

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

toad

ESC Team's credit scorecard tools.

scorecardpy

Scorecard Development in python, 评分卡

creditscoremodel

CreditScoreModel

scorecardpipeline

scorecardpipeline封装常用的风控策略分析和评分卡建模相关组件，支持pipeline式端到端评分卡建模、三方数据分析、规则集效果评估、特征有效性分析、excel报告输出、评分卡PMML导出、全流程超参数搜索等功能。核心功能：评分卡，策略分析，风控，规则挖掘，特征筛选，自动分箱

skorecard

scikit-learn compatible tools for building credit risk acceptance models

krisi

⏳ Evaluation of Time-Series Predictions with powerful pdf and web Reporting. Tailored for evaluation of metrics over time!

woe

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

py-mob

Python Implementation of Monotonic Optimal Binning

ossguard

One CLI to guard any OSS project with OpenSSF security best practices — bootstrap, scan, and monitor.

memento-scorecard

Scorecard development with Python

skcredit

scorecard

credit-scoring-toolkit

Credit scoring toolkit with python