Python implementation of the rulefit algorithm
β446Oct 8, 2023Updated 2 years ago
Alternatives and similar repositories for rulefit
Users that are interested in rulefit are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- machine learning with logical rules in Pythonβ659Jan 31, 2024Updated 2 years ago
- Interpretable ML package π for concise, transparent, and accurate predictive modeling (sklearn-compatible).β1,590Updated this week
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)β44Dec 17, 2025Updated 5 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilitiesβ538Jan 6, 2026Updated 4 months ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box modelsβ490Aug 11, 2017Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for "High-Precision Model-Agnostic Explanations" paperβ812Jul 19, 2022Updated 3 years ago
- Public home of pycorels, the python binding to CORELSβ80Jun 25, 2020Updated 5 years ago
- Python Interface of the Scalable Bayesian Rule Listsβ20Feb 2, 2020Updated 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
- H2O.ai Machine Learning Interpretability Resourcesβ492Dec 12, 2020Updated 5 years ago
- Fit interpretable models. Explain blackbox machine learning.β6,852May 19, 2026Updated last week
- Confidence intervals for scikit-learn forest algorithmsβ288Apr 13, 2026Updated last month
- RuleCOSI is a machine learning package that combine and simplifies tree ensembles and generates a single rule-based classifier that is smβ¦β11Oct 29, 2025Updated 7 months ago
- Learning Certifiably Optimal Rule Listsβ178Oct 16, 2021Updated 4 years ago
- Open source password manager - Proton Pass β’ AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A Python library for dynamic classifier and ensemble selectionβ503Jan 20, 2026Updated 4 months ago
- an R package for deriving Prediction Rule Ensemblesβ58Jun 6, 2025Updated 11 months ago
- scikit-learn compatible implementation of stability selection.β214Jun 5, 2023Updated 2 years ago
- β¬ Python Individual Conditional Expectation Plot Toolboxβ163May 29, 2020Updated 6 years ago
- A Python package for fitting Quinlan's Cubist regression modelβ59May 17, 2026Updated last week
- python partial dependence plot toolboxβ862Sep 3, 2024Updated last year
- Python Accumulated Local Effects packageβ170Feb 28, 2023Updated 3 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn modelsβ625Mar 24, 2025Updated last year
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded oneβ¦β382Jan 8, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer β’ AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- moDel Agnostic Language for Exploration and eXplanationβ1,468Jan 20, 2026Updated 4 months ago
- An extension of LightGBM to probabilistic modellingβ384Mar 18, 2026Updated 2 months ago
- Helpers for scikit learnβ16Dec 26, 2022Updated 3 years ago
- Python implementations of the Boruta all-relevant feature selection method.β1,625Nov 13, 2025Updated 6 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.β4,397Feb 19, 2025Updated last year
- scikit-learn gradient-boosting-model interactionsβ25Apr 29, 2023Updated 3 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Pythonβ1,001Apr 21, 2026Updated last month
- ML-Ensemble β high performance ensemble learningβ866Nov 13, 2023Updated 2 years ago
- XGBoost Feature Interactions & Importanceβ501Nov 5, 2017Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Calculates various features from time series data. Python implementation of the R package tsfeatures.β445Apr 23, 2024Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictionsβ2,775Apr 8, 2026Updated last month
- For calculating global feature importance using Shapley values.β289Updated this week
- Natural Gradient Boosting for Probabilistic Predictionβ1,875Mar 24, 2026Updated 2 months ago
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and Tβ¦β14Aug 15, 2021Updated 4 years ago
- Generalized additive model with pairwise interactionsβ69Mar 22, 2024Updated 2 years ago
- β761Jul 18, 2023Updated 2 years ago