Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
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Updated
Jun 10, 2024 - Python
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
Scorecard Development in R, 评分卡
Monotone Weight Of Evidence Transformer and LogisticRegression model with scikit-learn API
Landslide Susceptibility Assessment Tools - Project Manager Suite
Scorecard tools
Scorecard Development in python, 评分卡
In this project, task is to help banking organization to identify the right customers using predictive models. Using past data of the bank’s applicants, you need to determine the factors affecting credit risk, create strategies to mitigate the acquisition risk and assess the financial benefit of the project.
Weights of Evidence (WoE) and Frequency Ratio (FR) Scripts
A High-level Scorecard Modeling API | 评分卡建模尽在于此
Plugin for auto-calculation (no-code) for Weight of Evidence & Information Value (IV) in Dataiku DSS
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.
Implementation of weight of evidence and Information value techniques using Python
Tools for WoE Transformation mostly used in ScoreCard Model for credit rating
Weight of Evidence,基于iv值最大思想求最优分箱
Lead prediction case. Used GBM, RandomForest Linear Regression on H2O package
This repo contains algorithms for data analysis required while building DL/ML models
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