scikit-rebate
Feature selector
An implementation of Relief-based feature selection algorithms for Machine Learning.
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
409 stars
25 watching
73 forks
Language: Python
last commit: almost 2 years ago
Linked from 2 awesome lists
data-sciencefeature-selectionpython
academic/awesome-datascience
krzjoa/awesome-python-data-scienceRelated projects:
| Repository | Description | Stars |
|---|---|---|
 jundongl/scikit-feature | A collection of feature selection algorithms for machine learning in Python | 1,509 |
 scikit-learn-contrib/boruta_py | An implementation of a feature selection method to identify all relevant features for prediction | 1,511 |
 craigacp/feast | A software toolbox for feature selection algorithms | 69 |
 chasedehan/boostaroota | An algorithm for fast feature selection using XGBoost and other tree-based classifiers | 219 |
 lacava/few | Automates feature engineering by using genetic programming to select the most useful features for machine learning models. | 51 |
 manuel-calzolari/sklearn-genetic | A genetic feature selection tool for machine learning models | 323 |
 jaswinder9051998/zoofs | A Python library that performs feature selection using various nature-inspired optimization algorithms. | 243 |
| epistasislab/scikit-mdr | An algorithm for feature construction that models higher-order interactions and captures complex patterns in data sets | 126 |
 rodrigo-arenas/sklearn-genetic-opt | Automated hyperparameter tuning and feature selection using evolutionary algorithms. | 314 |
| scikit-learn-contrib/skope-rules | A Python machine learning module that generates logical rules to predict class labels with high precision | 625 |
 jvalegre/robert | Automated machine learning protocols for cheminformatics using Python | 38 |
 antontrollback/select | Provides a solid base for redesigning the native select element using SUIT CSS components | 12 |
 cvlab-epfl/lift | A Python implementation of a feature point transform designed to be invariant to certain transformations. | 487 |
 redichh/shapleyr | An R package for computing Shapley values to analyze feature contributions in machine learning models. | 25 |
 proticm/vue-gridmultiselect | A Vue.js component for displaying and selecting multiple items in a grid-like interface. | 38 |