Parallelized Mutual Information based Feature Selection module.
☆286Sep 30, 2021Updated 4 years ago
Alternatives and similar repositories for mifs
Users that are interested in mifs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MICO: Mutual Information and Conic Optimization for feature selection☆17Nov 7, 2022Updated 3 years ago
- Python3 binding to mRMR Feature Selection algorithm (currently not maintained)☆141Dec 8, 2024Updated last year
- Python implementations of the Boruta all-relevant feature selection method.☆1,628Nov 13, 2025Updated 7 months ago
- open-source feature selection repository in python☆1,572Jul 11, 2024Updated last year
- Feature Selection using Genetic Algorithm (DEAP Framework)☆377Feb 21, 2023Updated 3 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 scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆421Feb 10, 2023Updated 3 years ago
- mRMR (minimum-Redundancy-Maximum-Relevance) for automatic feature selection at scale.☆629Nov 19, 2024Updated last year
- Select filter features with mutual-information-based methods☆11Dec 4, 2023Updated 2 years ago
- Use mutual information to select features in a Titanic data set☆33Apr 19, 2024Updated 2 years ago
- Features selector based on the self selected-algorithm, loss function and validation method☆676May 8, 2019Updated 7 years ago
- Feature selection library in python☆145Jun 23, 2026Updated last week
- greedy feature selection based on ROC AUC☆125Apr 7, 2014Updated 12 years ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆196Mar 29, 2026Updated 3 months ago
- This code shows how to train a model in Amazon SageMaker using a custom loss function for a binary classification problem in which the co…☆13Feb 21, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆128Jun 10, 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
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆658Feb 19, 2024Updated 2 years ago
- Putting GaelVaroquaux's mutual_info gist in a project until it has a better home.☆32Jun 17, 2024Updated 2 years ago
- Python package for information theory.☆578Updated this week
- A novel Sparse-Coding Based Approach Feature Selection with emphasizing joint l_1,2-norm minimization and the Class-Specific Feature Sele…☆16Apr 24, 2020Updated 6 years ago
- scikit-learn compatible implementation of stability selection.☆215Jun 5, 2023Updated 3 years ago
- Houses implementation of the Fast Correlation-Based Filter (FCBF) feature selection method.☆62Mar 28, 2022Updated 4 years ago
- Mutual Information functions for C and MATLAB☆146Apr 22, 2018Updated 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.
- Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure☆10Jun 17, 2021Updated 5 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Apr 29, 2016Updated 10 years ago
- Implementation and test of CFS☆29Aug 11, 2019Updated 6 years ago
- A neural network library based on tensorflow and with true sklearn compatibility.☆11Sep 17, 2016Updated 9 years ago
- ML-Ensemble – high performance ensemble learning☆867Nov 13, 2023Updated 2 years ago
- A Python interface to the Feature Selection Toolkit, contains JMI, BetaGamma, CMIM, CondMI, DISR, ICAP, and mRMR☆19Oct 28, 2014Updated 11 years ago
- Library for machine learning stacking generalization.☆119May 2, 2019Updated 7 years ago
- An improved KNN using Genetic Algorithm to find best features or predictors.☆12Feb 23, 2019Updated 7 years ago
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated last year
- 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.
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆541Jan 6, 2026Updated 6 months ago
- Confidence intervals for scikit-learn forest algorithms☆288Apr 13, 2026Updated 2 months ago
- Low-rank Highway Networks☆13Mar 11, 2016Updated 10 years ago
- Machine learning for power system transient stability assessment☆17Oct 13, 2021Updated 4 years ago
- A library of sklearn compatible categorical variable encoders☆2,491Jun 30, 2026Updated last week
- The code of the experiments of the submitted paper "On the stability of Feature Selection" in Matlab, R and Python.☆19Mar 28, 2018Updated 8 years ago
- ☆25May 3, 2016Updated 10 years ago