open-source feature selection repository in python
☆1,576Jul 11, 2024Updated 2 years ago
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☆676May 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
- Feature selection with scikit-learn☆33May 27, 2026Updated last month
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Python implementations of the Boruta all-relevant feature selection method.☆1,625Nov 13, 2025Updated 8 months ago
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,654Sep 24, 2022Updated 3 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,433Aug 20, 2024Updated last year
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,162Updated this 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☆7,114Jun 29, 2026Updated 3 weeks ago
- Hyper-parameter optimization for sklearn☆1,650Apr 15, 2025Updated last year
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 10 months ago
- Feature selection library in python☆146Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Sequential model-based optimization with a `scipy.optimize` interface☆2,829Feb 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☆8,123Jun 29, 2026Updated 3 weeks ago
- An open source python library for automated feature engineering☆7,665Jul 17, 2026Updated last week
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆491Aug 11, 2017Updated 8 years ago
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated 3 months ago
- A library of sklearn compatible categorical variable encoders☆2,493Updated this week
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,398Feb 19, 2025Updated last year
- ML-Ensemble – high performance ensemble learning☆866Nov 13, 2023Updated 2 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.
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,230Jun 17, 2024Updated 2 years ago
- Automatic extraction of relevant features from time series:☆9,277Jul 6, 2026Updated 2 weeks ago
- Python3 binding to mRMR Feature Selection algorithm (currently not maintained)☆141Dec 8, 2024Updated last year
- Open source time series library for Python☆2,136Oct 24, 2023Updated 2 years ago
- ☆190Jul 6, 2023Updated 3 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,265Jun 6, 2018Updated 8 years ago
- A Python library for dynamic classifier and ensemble selection☆505Jan 20, 2026Updated 6 months ago
- A set of tools for creating and testing machine learning features, with a scikit-learn compatible API☆389Dec 26, 2017Updated 8 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Feature Selection for Clustering☆96Apr 20, 2018Updated 8 years ago
- scikit-learn compatible implementation of stability selection.☆215Jun 5, 2023Updated 3 years ago
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆774Feb 10, 2024Updated 2 years ago
- An improved implementation of the classical feature selection method: minimum Redundancy and Maximum Relevance (mRMR).☆83Apr 1, 2022Updated 4 years ago
- Pandas integration with sklearn☆2,850Jun 8, 2023Updated 3 years ago
- Implementations of various feature selection methods☆24Nov 30, 2020Updated 5 years ago
- XGBoost Feature Interactions & Importance☆500Nov 5, 2017Updated 8 years ago