Feature Selection using Genetic Algorithm (DEAP Framework)
☆376Feb 21, 2023Updated 3 years ago
Alternatives and similar repositories for FeatureSelectionGA
Users that are interested in FeatureSelectionGA are comparing it to the libraries listed below
Sorting:
- Genetic feature selection module for scikit-learn☆325Jan 20, 2024Updated 2 years ago
- A simple example of how a genetic algorithm can be used to select the optimal subset of features to use for machine learning problems.☆70Apr 23, 2017Updated 8 years ago
- Features selector based on the self selected-algorithm, loss function and validation method☆679May 8, 2019Updated 6 years ago
- open-source feature selection repository in python☆1,565Jul 11, 2024Updated last year
- A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.☆1,634Sep 24, 2022Updated 3 years ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆646Feb 19, 2024Updated 2 years ago
- 基于遗传算法的特征选择☆127Dec 17, 2019Updated 6 years ago
- A Particle Swarm Optimization (PSO) for Feature Selection. Using PySwarm.☆53May 24, 2018Updated 7 years ago
- Parallelized Mutual Information based Feature Selection module.☆285Sep 30, 2021Updated 4 years ago
- Methods with examples for Feature Selection during Pre-processing in Machine Learning.☆364May 24, 2020Updated 5 years ago
- This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to i…☆286Aug 16, 2023Updated 2 years ago
- Linear Prediction Model with Automated Feature Engineering and Selection Capabilities☆537Jan 6, 2026Updated last month
- Code repository for the online course Feature Selection for Machine Learning☆341Oct 31, 2024Updated last year
- Feature selection library in python☆146Aug 3, 2025Updated 6 months ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆420Feb 10, 2023Updated 3 years ago
- 使用遗传算法结合决策树做特征选择/Using genetic algorithm for feature selection with decision tree☆25Jun 21, 2018Updated 7 years ago
- Python implementations of the Boruta all-relevant feature selection method.☆1,620Nov 13, 2025Updated 3 months ago
- An improved KNN using Genetic Algorithm to find best features or predictors.☆12Feb 23, 2019Updated 7 years ago
- ML hyperparameters tuning and features selection, using evolutionary algorithms.☆356Sep 13, 2025Updated 5 months ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,204Updated this week
- A fast xgboost feature selection algorithm☆233Apr 1, 2021Updated 4 years ago
- ☆21Feb 5, 2020Updated 6 years ago
- GeneticFS is a library for feature selection in Machine Learning using a Genetic Algorithm as an optimisation method.☆20Oct 8, 2019Updated 6 years ago
- A Python library for dynamic classifier and ensemble selection☆498Jan 20, 2026Updated last month
- A small wrapper to do Beta Boosting with XgBoost☆15Oct 26, 2021Updated 4 years ago
- Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.☆59Mar 30, 2020Updated 5 years ago
- zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range fr…☆251Jan 9, 2026Updated last month
- Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshad…☆677Feb 19, 2025Updated last year
- Multiple Imputation with LightGBM in Python☆404Oct 27, 2025Updated 4 months ago
- Feature selector is a tool for dimensionality reduction of machine learning datasets☆2,238Jun 17, 2024Updated last year
- A power-full Shapley feature selection method.☆214Oct 7, 2025Updated 4 months ago
- Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ra…☆765Aug 20, 2024Updated last year
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆192Dec 8, 2021Updated 4 years ago
- An extension of XGBoost to probabilistic modelling☆692Dec 11, 2025Updated 2 months ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,816Jan 10, 2026Updated last month
- greedy feature selection based on ROC AUC☆125Apr 7, 2014Updated 11 years ago
- Genetic Algorithm for Feature Selection☆13Mar 9, 2019Updated 6 years ago
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Nov 22, 2021Updated 4 years ago
- An extension of LightGBM to probabilistic modelling☆364Dec 11, 2025Updated 2 months ago