Python implementation of the rulefit algorithm
☆446Oct 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 Python☆662Jan 31, 2024Updated 2 years ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,596May 26, 2026Updated last month
- eXtreme RuleFit (sparse linear models on XGBoost ensembles)☆44Dec 17, 2025Updated 6 months ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆542Jan 6, 2026Updated 6 months ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆491Aug 11, 2017Updated 8 years 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.
- Code for "High-Precision Model-Agnostic Explanations" paper☆813Jul 19, 2022Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Jun 25, 2020Updated 6 years ago
- Python Interface of the Scalable Bayesian Rule Lists☆20Feb 2, 2020Updated 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
- H2O.ai Machine Learning Interpretability Resources☆491Dec 12, 2020Updated 5 years ago
- Fit interpretable models. Explain blackbox machine learning.☆6,882Jun 29, 2026Updated last week
- Confidence intervals for scikit-learn forest algorithms☆288Apr 13, 2026Updated 2 months ago
- RuleCOSI is a machine learning package that combine and simplifies tree ensembles and generates a single rule-based classifier that is sm…☆11Oct 29, 2025Updated 8 months ago
- Learning Certifiably Optimal Rule Lists☆178Oct 16, 2021Updated 4 years 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.
- A Python library for dynamic classifier and ensemble selection☆504Jan 20, 2026Updated 5 months ago
- an R package for deriving Prediction Rule Ensembles☆58Jun 6, 2025Updated last year
- scikit-learn compatible implementation of stability selection.☆215Jun 5, 2023Updated 3 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆163May 29, 2020Updated 6 years ago
- A Python package for fitting Quinlan's Cubist regression model☆60May 31, 2026Updated last month
- python partial dependence plot toolbox☆861Sep 3, 2024Updated last year
- Python Accumulated Local Effects package☆172Feb 28, 2023Updated 3 years ago
- Code to compute permutation and drop-column importances in Python scikit-learn models☆625Mar 24, 2025Updated last year
- Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one…☆381Jan 8, 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.
- moDel Agnostic Language for Exploration and eXplanation☆1,479Jan 20, 2026Updated 5 months ago
- An extension of LightGBM to probabilistic modelling☆387Jun 1, 2026Updated last month
- Helpers for scikit learn☆16Dec 26, 2022Updated 3 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,628Nov 13, 2025Updated 7 months ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,397Feb 19, 2025Updated last year
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆1,008Apr 21, 2026Updated 2 months ago
- scikit-learn gradient-boosting-model interactions☆25Apr 29, 2023Updated 3 years ago
- ML-Ensemble – high performance ensemble learning☆867Nov 13, 2023Updated 2 years ago
- XGBoost Feature Interactions & Importance☆500Nov 5, 2017Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆449Apr 23, 2024Updated 2 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated 3 months ago
- For calculating global feature importance using Shapley values.☆292Jun 29, 2026Updated last week
- Natural Gradient Boosting for Probabilistic Prediction☆1,886Jul 1, 2026Updated last week
- Multiple Generalized Additive Models implemented in Python (EBM, XGB, Spline, FLAM). Code for our KDD 2021 paper "How Interpretable and T…☆14Aug 15, 2021Updated 4 years ago
- Generalized additive model with pairwise interactions☆69Mar 22, 2024Updated 2 years ago
- ☆761Jul 18, 2023Updated 2 years ago