scikit-feature
by jundongl
open-source feature selection repository in python
AI summary
Feature selector
A collection of algorithms and tools for selecting the most informative features from datasets in machine learning applications.
- stars
- 1.5K
- forks
- 445
- watching
- 60
- awesome lists
- 2
Similar projects
Found by comparing what the projects do, not just their names.
Feature selector
An implementation of a feature selection method to identify all relevant features for prediction
Feature selector
An implementation of Relief-based feature selection algorithms for Machine Learning.
Feature selector
A genetic feature selection tool for machine learning models
Feature selector
A software toolbox for feature selection algorithms
Feature set processor
Supports operations on sets of features in machine learning
Machine Learning Library
A comprehensive Python module for machine learning built on top of SciPy
Feature selector
An algorithm for fast feature selection using XGBoost and other tree-based classifiers
Feature selector library
A Python library that performs feature selection using various nature-inspired optimization algorithms.
Rule-based classifier
A Python machine learning module that generates logical rules to predict class labels with high precision
Machine Learning tutorial
Source code and data for a machine learning book with Python tutorials
Feature selector
Automates feature engineering by using genetic programming to select the most useful features for machine learning models.
Survival analysis tool
A Python module for analyzing the time to an event in response to certain factors or covariates
Feature transformer
A Python library with multiple transformers to engineer and select features for use in machine learning models.
Machine Learning Tutorial
A tutorial on applying machine learning to practical situations using the scikit-learn library
Feature processor
A Go library for fast and simple feature engineering and machine learning data preprocessing
Featured in 2 awesome lists
Each link jumps to the spot where the list mentions scikit-feature.
