machine learning with logical rules in Python
β657Jan 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 algorithmβ442Oct 8, 2023Updated 2 years ago
- Interpretable ML package π for concise, transparent, and accurate predictive modeling (sklearn-compatible).β1,575Feb 24, 2026Updated last month
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box modelsβ489Aug 11, 2017Updated 8 years ago
- Python implementations of the Boruta all-relevant feature selection method.β1,622Nov 13, 2025Updated 4 months ago
- A library of sklearn compatible categorical variable encodersβ2,488Mar 1, 2026Updated 3 weeks ago
- A Python library for dynamic classifier and ensemble selectionβ498Jan 20, 2026Updated 2 months ago
- scikit-learn compatible implementation of stability selection.β214Jun 5, 2023Updated 2 years ago
- A list of repositories commonly used @ Quantmetryβ14Jul 3, 2019Updated 6 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.β421Feb 10, 2023Updated 3 years ago
- Fit interpretable models. Explain blackbox machine learning.β6,816Mar 17, 2026Updated last week
- Extra blocks for scikit-learn pipelines.β1,383Mar 12, 2026Updated last 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 modeβ¦β16Jun 12, 2019Updated 6 years ago
- moDel Agnostic Language for Exploration and eXplanationβ1,459Jan 20, 2026Updated 2 months ago
- Algorithms for explaining machine learning modelsβ2,621Oct 17, 2025Updated 5 months ago
- A library of extension and helper modules for Python's data analysis and machine learning libraries.β5,124Jan 24, 2026Updated 2 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.β4,395Feb 19, 2025Updated last year
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilitiesβ537Jan 6, 2026Updated 2 months ago
- Feature engineering and selection open-source Python library compatible with sklearn.β2,214Mar 9, 2026Updated 2 weeks ago
- A library for factorization machines and polynomial networks for classification and regression in Python.β245Aug 7, 2020Updated 5 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.β650Feb 19, 2024Updated 2 years ago
- Confidence intervals for scikit-learn forest algorithmsβ288Apr 20, 2025Updated 11 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictionsβ2,775Feb 10, 2026Updated last month
- Sequential model-based optimization with a `scipy.optimize` interfaceβ2,816Feb 23, 2024Updated 2 years ago
- Pandas integration with sklearnβ2,852Jun 8, 2023Updated 2 years ago
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.β1,525Updated this week
- Machine learning with dataframesβ1,582Updated this week
- Metric learning algorithms in Pythonβ1,431Updated this week
- A python library for decision tree visualization and model interpretation.β3,129Jan 2, 2026Updated 2 months ago
- Natural Gradient Boosting for Probabilistic Predictionβ1,853Updated this week
- Generate Diverse Counterfactual Explanations for any machine learning model.β1,501Jul 13, 2025Updated 8 months ago
- An open source python library for automated feature engineeringβ7,623Feb 3, 2026Updated last month
- python partial dependence plot toolboxβ861Sep 3, 2024Updated last year
- ML-Ensemble β high performance ensemble learningβ863Nov 13, 2023Updated 2 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.β2,433Aug 20, 2024Updated last year
- Code for "High-Precision Model-Agnostic Explanations" paperβ812Jul 19, 2022Updated 3 years ago
- The machine learning toolkit for time series analysis in Pythonβ3,126Updated this week
- Public home of pycorels, the python binding to CORELSβ80Jun 25, 2020Updated 5 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Pythonβ989Jan 22, 2026Updated 2 months ago
- Algorithms for outlier, adversarial and drift detectionβ2,505Dec 11, 2025Updated 3 months ago