Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
☆531Feb 14, 2026Updated 5 months ago
Alternatives and similar repositories for optbinning
Users that are interested in optbinning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆118Oct 26, 2022Updated 3 years ago
- Scorecard Development in python, 评分卡☆796Aug 9, 2024Updated last year
- ESC Team's credit scorecard tools.☆527Jun 16, 2026Updated last month
- Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development☆59Nov 7, 2020Updated 5 years ago
- risk_model☆27Jun 25, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A High-level Scorecard Modeling API | 评分卡建模尽在于此☆83Oct 10, 2022Updated 3 years ago
- Python Implementation of Monotonic Optimal Binning☆16Jan 14, 2024Updated 2 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,264Updated this week
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,602Updated this week
- Logistic regression with bound and linear constraints. L1, L2 and Elastic-Net regularization.☆33Mar 14, 2023Updated 3 years ago
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆117May 13, 2023Updated 3 years ago
- GBST is an optimized distributed gradient boosting survival trees library that is implemented based on the XGBoost☆37Apr 22, 2020Updated 6 years ago
- An extension of LightGBM to probabilistic modelling☆389Jun 1, 2026Updated last month
- 关于评分卡的基本流程☆67Aug 21, 2019Updated 6 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- machine learning with logical rules in Python☆664Jan 31, 2024Updated 2 years ago
- Explainable Boosted Scoring with Python: turning XGBoost, LightGBM, and CatBoost into explainable scorecards☆57Apr 19, 2026Updated 3 months ago
- Monotonic Optimal Binning algorithm is a statistical approach to transform continuous variables into optimal and monotonic categorical va…☆22May 31, 2026Updated last month
- Natural Gradient Boosting for Probabilistic Prediction☆1,890Jul 1, 2026Updated 3 weeks ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,575Updated this week
- Tools for WoE Transformation mostly used in ScoreCard Model for credit rating☆254Oct 29, 2019Updated 6 years ago
- SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.☆154Apr 19, 2025Updated last year
- Extra blocks for scikit-learn pipelines.☆1,409Updated this week
- Python implementations of the Boruta all-relevant feature selection method.☆1,624Nov 13, 2025Updated 8 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆657Feb 19, 2024Updated 2 years ago
- A re-creation of SAS varclus procedure in Python☆23Aug 31, 2018Updated 7 years ago
- Risk scorecard develop tool welcome to use☆20Jan 31, 2022Updated 4 years ago
- 风控建模评分报告☆11Oct 16, 2020Updated 5 years ago
- An extension of XGBoost to probabilistic modelling☆726Jun 1, 2026Updated last month
- [Mach. Learn. 2026] Official implementation of "Monotone Composite Quantile Regression via Second-Order Gradient Boosting Framework"☆44Jul 7, 2026Updated 3 weeks ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆544Jan 6, 2026Updated 6 months ago
- Robust piecewise regression☆14Jan 23, 2026Updated 6 months ago
- Fast Bayesian A/B and Multivariate testing.☆36Dec 27, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- uplift modeling in scikit-learn style in python☆808Oct 21, 2023Updated 2 years ago
- A library of sklearn compatible categorical variable encoders☆2,493Updated this week
- hscredit是为金融风控策略和模型人员提供的工具包,包含从数据探索、特征工程、分箱、编码、筛选到建模和报告生成的全流程解决方案。鉴真伪,斟信用,衡风险,枢定策 —— 衡枢真信,智能风控,一站掌控☆17Jul 15, 2026Updated 2 weeks ago
- 分别基于statsmodels和scikit-learn实现两种可用于sklearn pipeline的 LogisticRegression,并输出相应的报告☆22May 21, 2023Updated 3 years ago
- ☆136Nov 26, 2018Updated 7 years ago
- 通过Featuretools自动特征工程预测贷款偿还☆20Jan 10, 2020Updated 6 years ago
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆683Feb 19, 2025Updated last year