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.

Weight of Evidence，基于iv值最大思想求最优分箱

数据分析

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

Credit scoring modeling toolbox based on R

A python package for credit risk card.

Yet Another Score Card

Implementation of weight of evidence and Information value techniques using Python

This project is using tweepy Twitter API. In this, we can get tweets trends of the country or any specific location, 100 or more tweets of the specific hashtag and sentiment analysis of specific hashtag tweets.

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.

Classification models to predict 2-year serious delinquency risk using raw and WOE-transformed datasets with logistic regression and machine learning techniques.