machine learning with logical rules in Python
☆664Jan 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☆445Oct 8, 2023Updated 2 years ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,601May 26, 2026Updated last month
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆492Aug 11, 2017Updated 8 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,625Nov 13, 2025Updated 8 months ago
- A library of sklearn compatible categorical variable encoders☆2,493Updated this week
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A Python library for dynamic classifier and ensemble selection☆506Jan 20, 2026Updated 6 months ago
- A list of repositories commonly used @ Quantmetry☆14Jul 3, 2019Updated 7 years ago
- scikit-learn compatible implementation of stability selection.☆215Jun 5, 2023Updated 3 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.☆6,903Updated this week
- Extra blocks for scikit-learn pipelines.☆1,409Updated this week
- A toolkit for extracting comprehensible rules from tree-based algorithms☆43Dec 15, 2018Updated 7 years ago
- 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 7 years ago
- moDel Agnostic Language for Exploration and eXplanation☆1,482Jul 15, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Algorithms for explaining machine learning models☆2,639Oct 17, 2025Updated 9 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆544Jan 6, 2026Updated 6 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,399Feb 19, 2025Updated last year
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,164Updated this week
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆658Feb 19, 2024Updated 2 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,260Updated this week
- Confidence intervals for scikit-learn forest algorithms☆288Apr 13, 2026Updated 3 months ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated 3 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 23, 2024Updated 2 years ago
- Pandas integration with sklearn☆2,848Jun 8, 2023Updated 3 years ago
- Machine learning with dataframes☆1,639Updated this week
- A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.☆1,573Updated this week
- Metric learning algorithms in Python☆1,437Mar 19, 2026Updated 4 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,520Jul 13, 2025Updated last year
- Natural Gradient Boosting for Probabilistic Prediction☆1,887Jul 1, 2026Updated 3 weeks ago
- A python library for decision tree visualization and model interpretation.☆3,154Jan 2, 2026Updated 6 months ago
- An open source python library for automated feature engineering☆7,666Updated this week
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ML-Ensemble – high performance ensemble learning☆866Nov 13, 2023Updated 2 years ago
- python partial dependence plot toolbox☆860Sep 3, 2024Updated last year
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,433Aug 20, 2024Updated last year
- The machine learning toolkit for time series analysis in Python☆3,162Updated this week
- Public home of pycorels, the python binding to CORELS☆81Jun 25, 2020Updated 6 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆816Jul 19, 2022Updated 4 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆1,010Apr 21, 2026Updated 3 months ago