open-source feature selection repository in python
☆1,570Jul 11, 2024Updated last year
Alternatives and similar repositories for scikit-feature
Users that are interested in scikit-feature are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Features selector based on the self selected-algorithm, loss function and validation method☆677May 8, 2019Updated 7 years ago
- Feature Selection using Genetic Algorithm (DEAP Framework)☆377Feb 21, 2023Updated 3 years ago
- Parallelized Mutual Information based Feature Selection module.☆286Sep 30, 2021Updated 4 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,628Nov 13, 2025Updated 7 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Feature selection with scikit-learn☆33May 27, 2026Updated 2 weeks ago
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,650Sep 24, 2022Updated 3 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated last year
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,151Jun 6, 2026Updated last week
- Genetic feature selection module for scikit-learn☆327Jan 20, 2024Updated 2 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,106Apr 13, 2026Updated 2 months ago
- Hyper-parameter optimization for sklearn☆1,647Apr 15, 2025Updated last year
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,049Sep 11, 2025Updated 9 months ago
- Feature selection library in python☆145Jun 3, 2026Updated last week
- 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☆2,828Feb 23, 2024Updated 2 years ago
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆128Jun 10, 2025Updated last year
- Automated Machine Learning with scikit-learn☆8,110Apr 21, 2026Updated last month
- An open source python library for automated feature engineering☆7,653Updated this week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,776Apr 8, 2026Updated 2 months ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆490Aug 11, 2017Updated 8 years ago
- A library of sklearn compatible categorical variable encoders☆2,487May 25, 2026Updated 2 weeks ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,399Feb 19, 2025Updated last year
- ML-Ensemble – high performance ensemble learning☆867Nov 13, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,233Jun 17, 2024Updated last year
- Automatic extraction of relevant features from time series:☆9,247Updated this week
- Python3 binding to mRMR Feature Selection algorithm (currently not maintained)☆141Dec 8, 2024Updated last year
- ☆190Jul 6, 2023Updated 2 years ago
- Open source time series library for Python☆2,142Oct 24, 2023Updated 2 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,266Jun 6, 2018Updated 8 years ago
- A Python library for dynamic classifier and ensemble selection☆503Jan 20, 2026Updated 4 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆655Feb 19, 2024Updated 2 years ago
- Feature Selection for Clustering☆97Apr 20, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆774Feb 10, 2024Updated 2 years ago
- scikit-learn compatible implementation of stability selection.☆215Jun 5, 2023Updated 3 years ago
- Pandas integration with sklearn☆2,848Jun 8, 2023Updated 3 years ago
- An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).☆83Apr 1, 2022Updated 4 years ago
- Implementations of various feature selection methods☆24Nov 30, 2020Updated 5 years ago
- XGBoost Feature Interactions & Importance☆500Nov 5, 2017Updated 8 years ago
- MICO: Mutual Information and Conic Optimization for feature selection☆17Nov 7, 2022Updated 3 years ago