machine learning with logical rules in Python
☆659Jan 31, 2024Updated 2 years ago
Alternatives and similar repositories for skope-rules
Users that are interested in skope-rules 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 implementation of the rulefit algorithm☆446Oct 8, 2023Updated 2 years ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,590Updated this week
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆490Aug 11, 2017Updated 8 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,625Nov 13, 2025Updated 6 months ago
- A library of sklearn compatible categorical variable encoders☆2,489May 5, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Python library for dynamic classifier and ensemble selection☆503Jan 20, 2026Updated 4 months ago
- scikit-learn compatible implementation of stability selection.☆214Jun 5, 2023Updated 2 years ago
- A list of repositories commonly used @ Quantmetry☆14Jul 3, 2019Updated 6 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆421Feb 10, 2023Updated 3 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,852Updated this week
- Extra blocks for scikit-learn pipelines.☆1,396Updated this week
- This project is a research on how to extract rules from the existing data using trained Decision Tree. The dataset used to train the mode…☆16Jun 12, 2019Updated 6 years ago
- A toolkit for extracting comprehensible rules from tree-based algorithms☆43Dec 15, 2018Updated 7 years ago
- moDel Agnostic Language for Exploration and eXplanation☆1,468Jan 20, 2026Updated 4 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Algorithms for explaining machine learning models☆2,628Oct 17, 2025Updated 7 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,145Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,397Feb 19, 2025Updated last year
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆537Jan 6, 2026Updated 4 months ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,238Mar 28, 2026Updated last month
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆652Feb 19, 2024Updated 2 years ago
- Confidence intervals for scikit-learn forest algorithms☆288Apr 13, 2026Updated last month
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated last month
- 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.
- Sequential model-based optimization with a `scipy.optimize` interface☆2,827Feb 23, 2024Updated 2 years ago
- Pandas integration with sklearn☆2,852Jun 8, 2023Updated 2 years ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,547Updated this week
- Machine learning with dataframes☆1,614Updated this week
- Metric learning algorithms in Python☆1,434Mar 19, 2026Updated 2 months ago
- Natural Gradient Boosting for Probabilistic Prediction☆1,874Mar 24, 2026Updated 2 months ago
- A python library for decision tree visualization and model interpretation.☆3,147Jan 2, 2026Updated 4 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,511Jul 13, 2025Updated 10 months ago
- An open source python library for automated feature engineering☆7,646Feb 3, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- python partial dependence plot toolbox☆862Sep 3, 2024Updated last year
- ML-Ensemble – high performance ensemble learning☆866Nov 13, 2023Updated 2 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paper☆812Jul 19, 2022Updated 3 years ago
- The machine learning toolkit for time series analysis in Python☆3,151Updated this week
- Public home of pycorels, the python binding to CORELS☆80Jun 25, 2020Updated 5 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆1,001Apr 21, 2026Updated last month