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pypi.org "feature-selection" keyword

View the packages on the pypi.org package registry that are tagged with the "feature-selection" keyword.

outrank 0.97.5
OutRank: Feature ranking for massive sparse data sets.
22 versions - Latest release: 11 months ago - 414 downloads last month - 21 stars on GitHub - 1 maintainer
s-rank 0.6.1
A basic implementation of the Scalable RANK Algorithm, for feature selection in unsupervised lear...
3 versions - Latest release: about 5 years ago - 1 dependent repositories - 11 downloads last month - 6 stars on GitHub - 1 maintainer
Top 1.7% on pypi.org
feature-engine 1.9.3 💰
Feature engineering and selection package with Scikit-learn's fit transform functionality
46 versions - Latest release: 10 days ago - 89 dependent packages - 437 dependent repositories - 310 thousand downloads last month - 2,118 stars on GitHub - 1 maintainer
evopreprocess 0.5.0
Data Preprocessing with Evolutionary and Nature Inspired Algorithms.
15 versions - Latest release: over 2 years ago - 1 dependent repositories - 34 downloads last month - 9 stars on GitHub - 1 maintainer
meco 1.0.1
MECO: Multi-objective Evolutionary Compression.
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 14 downloads last month - 1 stars on GitHub - 1 maintainer
ciara-python 1.0.4
"Cluster Independent Algorithm for the identification of RAre cell types."
6 versions - Latest release: almost 3 years ago - 33 downloads last month - 8 stars on GitHub - 1 maintainer
fseval 3.1.0
Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀
12 versions - Latest release: almost 3 years ago - 1 dependent repositories - 30 downloads last month - 19 stars on GitHub - 1 maintainer
edaspy 1.1.4
EDAspy is a Python package that implements Estimation of Distribution Algorithms. EDAspy allows t...
10 versions - Latest release: over 1 year ago - 1 dependent repositories - 36 downloads last month - 41 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
dominance-analysis 1.1.9
Dominance Analysis
26 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.57 thousand downloads last month - 146 stars on GitHub - 4 maintainers
deepfastmlu 0.1
Machine learning utilities to help speed up your prototyping process.
1 version - Latest release: almost 2 years ago - 12 downloads last month - 7 stars on GitHub - 1 maintainer
fcbf 0.1.2
Categorical feature selection based on information theoretical considerations
3 versions - Latest release: over 1 year ago - 46 downloads last month - 1 stars on GitHub - 1 maintainer
fri 9.0.0
Implementation of Feature Relevance Bounds method to perform Feature Selection and further analysis.
23 versions - Latest release: about 1 month ago - 1 dependent repositories - 87 downloads last month - 8 stars on GitHub - 1 maintainer
selective 1.2.0
feature selection library
6 versions - Latest release: 3 days ago - 2 dependent repositories - 70 downloads last month - 68 stars on GitHub - 4 maintainers
pyimpetus 4.1.2
PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features bo...
27 versions - Latest release: over 3 years ago - 1 dependent repositories - 117 downloads last month - 135 stars on GitHub - 1 maintainer
arfs 3.0.0 💰
All Relevant Feature Selection and Maximal Relevant minimal redundancy FS
63 versions - Latest release: 5 months ago - 1 dependent package - 1 dependent repositories - 4.75 thousand downloads last month - 139 stars on GitHub - 1 maintainer
zoish 5.0.4
Zoish is a Python package that streamlines machine learning by leveraging SHAP values for feature...
36 versions - Latest release: over 1 year ago - 1 dependent package - 93 downloads last month - 11 stars on GitHub - 1 maintainer
gcrnet 1.1.0
A Python library for sparse-input neural networks using group concave regularization
5 versions - Latest release: about 1 year ago - 11 downloads last month - 107 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
upgini 1.2.124 💰
Intelligent data search & enrichment for Machine Learning
1,144 versions - Latest release: 6 days ago - 1 dependent repositories - 8.84 thousand downloads last month - 337 stars on GitHub - 3 maintainers
mafese 1.0.0
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
12 versions - Latest release: 3 months ago - 131 downloads last month - 86 stars on GitHub - 1 maintainer
depynd 0.6.4
Evaluating dependencies among random variables.
26 versions - Latest release: almost 7 years ago - 1 dependent repositories - 25 downloads last month - 8 stars on GitHub - 1 maintainer
colin-mico 0.1.0a0
MICO: Mutual Information and Conic Optimization for feature selection.
1 version - Latest release: almost 6 years ago - 1 dependent repositories - 14 downloads last month - 17 stars on GitHub - 1 maintainer
atlantic 1.1.80
Atlantic: Automated Preprocessing Framework for Supervised Machine Learning
46 versions - Latest release: 8 months ago - 2 dependent packages - 154 downloads last month - 29 stars on GitHub - 1 maintainer
kxy 1.4.11
A Powerful Serverless Pre-Learning and Post-Learning Analysis Toolkit
147 versions - Latest release: over 3 years ago - 1 dependent repositories - 815 downloads last month - 52 stars on GitHub - 2 maintainers
Top 3.1% on pypi.org
skrebate 0.3.4
Relief-based feature selection algorithms
13 versions - Latest release: over 8 years ago - 8 dependent packages - 51 dependent repositories - 9 thousand downloads last month - 420 stars on GitHub - 4 maintainers
Top 9.4% on pypi.org
itmo-fs 0.3.3
Python Feature Selection library from ITMO University.
5 versions - Latest release: about 5 years ago - 1 dependent package - 1 dependent repositories - 262 downloads last month - 147 stars on GitHub - 1 maintainer
pyccea 1.0.2
Cooperative co-evolutionary algorithms for feature selection in high-dimensional data
5 versions - Latest release: 3 months ago - 24 downloads last month - 14 stars on GitHub - 1 maintainer
qdscreen 0.6.4
Quasi-determinism screening for fast Bayesian Network Structure Learning (from T.Rahier's PhD the...
6 versions - Latest release: over 2 years ago - 1 dependent repositories - 27 downloads last month - 2 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
nvtabular 23.8.0
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly...
34 versions - Latest release: about 2 years ago - 24 dependent repositories - 7.68 thousand downloads last month - 1,031 stars on GitHub - 3 maintainers
happy-learning 0.5.0
Toolbox for reinforced developing of machine learning models (as proof-of-concept)
49 versions - Latest release: over 2 years ago - 1 dependent repositories - 138 downloads last month - 3 stars on GitHub - 1 maintainer
hypper 0.0.5
Hypergraph-based data mining tool for binary classification.
5 versions - Latest release: over 3 years ago - 1 dependent repositories - 50 downloads last month - 4 stars on GitHub - 1 maintainer
dnn-locate 0.2
dnn-locate is a Python module for discriminative features localization based on neural networks.
2 versions - Latest release: almost 3 years ago - 1 dependent repositories - 5 downloads last month - 7 stars on GitHub - 1 maintainer
xypy 0.0.7
A simulation framework for supervised learning data. The functionalities are specifically ...
2 versions - Latest release: over 6 years ago - 1 dependent repositories - 10 downloads last month - 2 stars on GitHub - 1 maintainer
evalml-automining 0.0.4
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
4 versions - Latest release: 7 months ago - 23 downloads last month - 824 stars on GitHub - 1 maintainer
eh-evalml 0.0.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
1 version - Latest release: 9 months ago - 28 downloads last month - 824 stars on GitHub - 1 maintainer
Top 3.3% on pypi.org
evalml 0.84.0
an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-s...
87 versions - Latest release: over 1 year ago - 4 dependent packages - 12 dependent repositories - 2.68 thousand downloads last month - 824 stars on GitHub - 8 maintainers
mic-dp 0.3
A Python package for maximum information coefficient differential privacy
2 versions - Latest release: 5 months ago - 15 downloads last month - 0 stars on GitHub - 1 maintainer
scikit-radiomics 1.0.0
Radiomics for medical image
1 version - Latest release: over 4 years ago - 1 dependent repositories - 10 downloads last month - 10 stars on GitHub - 1 maintainer
featuristic 1.1.0
Genetic algorithms for automated feature engineering and feature selection
5 versions - Latest release: over 1 year ago - 23 downloads last month - 4 stars on GitHub - 1 maintainer
frame-feature-selector 0.1.3
FRAME: A Hybrid Feature Selection Library Combining Forward Selection and RFE with XGBoost
4 versions - Latest release: 4 months ago - 29 downloads last month - 1 maintainer
forwardstepwisefeatureselection 1.3.9
Performaning feature selection in forward stepwise selection maner.
2 versions - Latest release: over 3 years ago - 1 dependent repositories - 10 downloads last month - 0 stars on GitHub - 1 maintainer
kts 0.4.0
A framework for fast and interactive conducting machine learning experiments on tabular data
146 versions - Latest release: over 5 years ago - 1 dependent repositories - 144 downloads last month - 17 stars on GitHub - 1 maintainer
featurefilter 0.13
A Python library for removing uninformative variables from datasets
1 version - Latest release: over 6 years ago - 1 dependent repositories - 5 downloads last month - 0 stars on GitHub - 1 maintainer
fpcmci 4.4.1
A causal discovery Python package
14 versions - Latest release: over 1 year ago - 16 downloads last month - 16 stars on GitHub - 1 maintainer
divik 3.2.4 💰
Divisive iK-means algorithm implementation
107 versions - Latest release: about 1 year ago - 1 dependent repositories - 3.26 thousand downloads last month - 12 stars on GitHub - 1 maintainer
csd 1.0.0
(Constrained) subgroup discovery
1 version - Latest release: 11 months ago - 22 downloads last month - 2 stars on GitHub - 1 maintainer
roughset 0.3.0
A Python library that provides a set of tools to calculate rough sets and obtain reduct rules.
3 versions - Latest release: over 1 year ago - 20 downloads last month - 9 stars on GitHub - 1 maintainer
purnamatools 0.2.1
Python package to simplify the initial stages of model building and analysis for data science pro...
3 versions - Latest release: 8 days ago - 139 downloads last month - 0 stars on GitHub - 1 maintainer
Top 5.9% on pypi.org
sklearn-genetic-opt 0.12.0
Scikit-learn models hyperparameters tuning and features selection, using evolutionary algorithms
34 versions - Latest release: about 2 months ago - 1 dependent package - 4 dependent repositories - 3.26 thousand downloads last month - 343 stars on GitHub - 1 maintainer
ilearnplus 1.5
A comprehensive and automated machine-learning platform for nucleic acid and protein sequence ana...
4 versions - Latest release: over 1 year ago - 1 dependent repositories - 56 downloads last month - 112 stars on GitHub - 1 maintainer
regulas 2023.7.1
Bioinformatics Tool for the Integrative Analysis of Alternative Splicing Regulome using RNA-Seq data
2 versions - Latest release: about 2 years ago - 15 downloads last month - 1 stars on GitHub - 1 maintainer
nlptoolkit-classification-cy 1.0.10
Classification library
11 versions - Latest release: 5 months ago - 1 dependent repositories - 68 downloads last month - 0 stars on GitHub - 1 maintainer
cvopt 0.4.3
Parameter search and feature selection's class, Integrated visualization and archive log.
6 versions - Latest release: over 5 years ago - 1 dependent repositories - 77 downloads last month - 13 stars on GitHub - 1 maintainer
Top 8.7% on pypi.org
abess 0.4.8
abess: Fast Best Subset Selection
18 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 2.43 thousand downloads last month - 427 stars on GitHub - 3 maintainers
Top 4.2% on pypi.org
mrmr-selection 0.2.8
minimum-Redundancy-Maximum-Relevance algorithm for feature selection
9 versions - Latest release: about 2 years ago - 5 dependent packages - 3 dependent repositories - 43.9 thousand downloads last month - 602 stars on GitHub - 1 maintainer
gsbfs 0.0.1
Gram-Schmidt Boruta Feature Selection.
1 version - Latest release: over 2 years ago - 13 downloads last month - 1 stars on GitHub - 1 maintainer
pyallffs 0.1
All Filter Feature Selection Methods
1 version - Latest release: over 1 year ago - 9 downloads last month - 0 stars on GitHub - 1 maintainer
Top 7.0% on pypi.org
shap-hypetune 0.2.7
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boos...
10 versions - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 4.67 thousand downloads last month - 578 stars on GitHub - 1 maintainer
nafes 0.0.4
A python project for prototype-based feature selection
4 versions - Latest release: 6 months ago - 19 downloads last month - 2 stars on GitHub - 1 maintainer
bess 0.0.13
bess Python Package
12 versions - Latest release: over 4 years ago - 1 dependent repositories - 189 downloads last month - 17 stars on GitHub - 1 maintainer
featureranker 1.3.2
Feature ranking ensemble
9 versions - Latest release: 6 months ago - 33 downloads last month - 6 stars on GitHub - 1 maintainer
metaheuristicsfs 0.0.8
Implementation of metaheuristic algorithms for machine learning feature selection. Companion libr...
8 versions - Latest release: about 2 years ago - 76 downloads last month - 1 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
zoofs 0.1.26
zoofs is a Python library for performing feature selection using an variety of nature inspired wr...
26 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 107 downloads last month - 248 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
klib 1.3.2 💰
Common data preprocessing and visualisation functions.
64 versions - Latest release: 11 months ago - 1 dependent package - 12 dependent repositories - 12.7 thousand downloads last month - 494 stars on GitHub - 1 maintainer
aaanalysis 1.0.2
Python framework for interpretable protein prediction
9 versions - Latest release: 3 months ago - 186 downloads last month - 77 stars on GitHub - 1 maintainer
eazyml-automl 0.0.75
EazyML provides a suite of APIs for training, testing and optimizing machine learning models with...
19 versions - Latest release: 4 months ago - 44 downloads last month - 0 stars on GitHub - 1 maintainer
sk-transformers 0.11.0
A collection of various pandas & scikit-learn compatible transformers for all kinds of preprocess...
25 versions - Latest release: over 2 years ago - 1 dependent repositories - 87 downloads last month - 11 stars on GitHub - 1 maintainer
lscae 0.0.2
Laplacian Score-regularized CAE
1 version - Latest release: about 2 years ago - 1 dependent repositories - 18 downloads last month - 8 stars on GitHub - 1 maintainer
desbordante 2.3.2
Science-intensive high-performance data profiler
9 versions - Latest release: 6 months ago - 1 dependent package - 846 downloads last month - 416 stars on GitHub - 1 maintainer
documentfeatureselection 1.4.1
Various methods of feature selection from Text Data
19 versions - Latest release: almost 7 years ago - 1 dependent repositories - 64 downloads last month - 45 stars on GitHub - 1 maintainer
Top 3.7% on pypi.org
featurewiz 0.6.1
Select Best Features from your data set - any size - now with XGBoost!
167 versions - Latest release: 7 months ago - 2 dependent packages - 5 dependent repositories - 5.33 thousand downloads last month - 663 stars on GitHub - 1 maintainer
mufs 0.1.3
Multi Feature Selection
3 versions - Latest release: over 3 years ago - 1 dependent package - 1 dependent repositories - 117 downloads last month - 6 stars on GitHub - 1 maintainer
ncfs 0.1.2
Python implementation of Neighborhood Component Feature Selection (NCFS)
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 44 downloads last month - 1 stars on GitHub - 1 maintainer
feature-selection-ga 0.1.3
Feature Selection using Genetic Algorithm (DEAP Framework)
3 versions - Latest release: almost 5 years ago - 1 dependent repositories - 35 downloads last month - 370 stars on GitHub - 1 maintainer
chopin2 1.0.9
Supervised Classification with Hyperdimensional Computing
13 versions - Latest release: about 1 year ago - 1 dependent repositories - 17 downloads last month - 12 stars on GitHub - 1 maintainer
maxjoshua 0.4.3 💰
Feature selection for hard voting classifier and NN sparse weight initialization.
4 versions - Latest release: about 3 years ago - 1 dependent repositories - 9 downloads last month - 2 stars on GitHub - 1 maintainer
binsel 0.3.2 💰
Feature selection for Hard Voting classifier
10 versions - Latest release: about 3 years ago - 1 dependent repositories - 34 downloads last month - 2 stars on GitHub - 1 maintainer
optunafs 0.1.1
Feature selection with Optuna optimization
3 versions - Latest release: 8 months ago - 32 downloads last month - 1 stars on GitHub - 1 maintainer
cognitivefactory-features-maximization-metric 1.0.0
Implementation of Features Maximization Metric, an unbiased metric aimed at estimate the quality ...
2 versions - Latest release: almost 2 years ago - 1 dependent repositories - 12 downloads last month - 3 stars on GitHub - 1 maintainer
ifree 1.1.1
i love freedom, free my hand.
2 versions - Latest release: over 4 years ago - 1 dependent repositories - 11 downloads last month - 7 stars on GitHub - 1 maintainer
Top 5.7% on pypi.org
pymrmr 0.1.11
Python3 binding to mRMR Feature Selection algorithm
10 versions - Latest release: over 4 years ago - 1 dependent package - 5 dependent repositories - 1.28 thousand downloads last month - 140 stars on GitHub - 1 maintainer
karman 1.0.1
A client for the ablator feature-switching server
2 versions - Latest release: almost 8 years ago - 1 dependent repositories - 20 downloads last month - 61 stars on GitHub - 1 maintainer
nas-ga 0.0.4
Feature Selection using Genetic Algorithm (DEAP Framework)
4 versions - Latest release: over 2 years ago - 10 downloads last month - 370 stars on GitHub - 1 maintainer
cffs 1.0.0
Constrained feature selection
1 version - Latest release: 11 months ago - 14 downloads last month - 1 stars on GitHub - 1 maintainer
concrete-autoencoder 0.0.1
An implementation of Concrete Autoencoders
1 version - Latest release: about 6 years ago - 1 dependent repositories - 33 downloads last month - 118 stars on GitHub - 1 maintainer
pyopls 20.3.post1
Orthogonal Projection to Latent Structures
3 versions - Latest release: over 5 years ago - 1 dependent repositories - 225 downloads last month - 64 stars on GitHub - 1 maintainer
sliced 0.7.0
Toolbox for sufficient dimension reduction (SDR).
6 versions - Latest release: about 7 years ago - 1 dependent package - 1 dependent repositories - 638 downloads last month - 19 stars on GitHub - 1 maintainer
dataclr 0.3.0
A Python library for feature selection in tabular datasets
5 versions - Latest release: 6 months ago - 37 downloads last month - 17 stars on GitHub - 1 maintainer
naive-feature-selection 0.0.1
Naive Feature Selection
1 version - Latest release: about 6 years ago - 1 dependent repositories - 24 downloads last month - 9 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
skfeature-chappers 1.1.0
Unofficial Fork of Feature Selection Repository in Python (DMML Lab@ASU)
4 versions - Latest release: about 4 years ago - 7 dependent repositories - 2.72 thousand downloads last month - 25 stars on GitHub - 1 maintainer
ffselect 0.0.1
Fast feature subset selection library
1 version - Latest release: almost 2 years ago - 10 downloads last month - 0 stars on GitHub - 1 maintainer
ife 0.0.3
You can get a nice global image feature!
2 versions - Latest release: about 6 years ago - 1 dependent repositories - 30 downloads last month - 2 stars on GitHub - 1 maintainer
pyhsiclasso 1.4.2
Supervised, nonlinear feature selection method for high-dimensional datasets.
13 versions - Latest release: over 6 years ago - 1 dependent repositories - 396 downloads last month - 184 stars on GitHub - 2 maintainers
fstoolbox 0.0.2
An information theoretic feature selection toolbox.
3 versions - Latest release: over 2 years ago - 44 downloads last month - 72 stars on GitHub - 1 maintainer
eboruta 0.3
Extended Boruta -- a flexible transparent sklearn-compatible python Boruta implementation
7 versions - Latest release: 3 months ago - 1 dependent repositories - 123 downloads last month - 13 stars on GitHub - 1 maintainer
nlptoolkit-classification 1.0.17
Classification library
18 versions - Latest release: 9 months ago - 1 dependent repositories - 129 downloads last month - 13 stars on GitHub - 1 maintainer
alfese 1.0.0
Alternative feature selection
1 version - Latest release: 11 months ago - 10 downloads last month - 4 stars on GitHub - 1 maintainer
target-permutation-importances 2.1.0
Compute (Target) Permutation Importances of a machine learning model
23 versions - Latest release: over 1 year ago - 107 downloads last month - 15 stars on GitHub - 1 maintainer
clairvoyance-feature-selection 2025.8.13
AutoML simultaneous bayesian hyperparameter optimization and feature selection
21 versions - Latest release: 25 days ago - 67 downloads last month - 8 stars on GitHub - 1 maintainer
cascade-ml 0.16.0
ML-Engineering library
29 versions - Latest release: 3 months ago - 1 dependent package - 334 downloads last month - 22 stars on GitHub - 1 maintainer
featurewiz-polars 0.3.0
Fast feature selection using MRMR algorithm and Polars for large datasets.
2 versions - Latest release: 5 months ago - 60 downloads last month - 25 stars on GitHub - 1 maintainer
Related Keywords
machine-learning 87 python 49 data-science 36 feature-engineering 33 scikit-learn 18 feature selection 16 machine learning 15 automl 14 feature-extraction 14 feature 12 deep-learning 12 selection 10 optimization 9 model-selection 8 data science 8 genetic-algorithm 7 machine-learning-algorithms 7 hyperparameter-tuning 7 feature-importance 6 supervised-learning 6 classification 6 learning 5 evolutionary-algorithms 5 bioinformatics 5 hyperparameter-optimization 5 xgboost 4 sklearn 4 deep-neural-networks 4 auto-ml 4 preprocessing 4 nlp 4 deap 4 regression 4 machinelearning 4 features 4 dimensionality-reduction 4 mutual-information 4 subset-selection 4 data-preprocessing 4 clustering 4 machine 4 Feature Selection 4 data 4 science 3 DEAP 3 feature engineering 3 decision-tree-classifier 3 ensemble-learning 3 kaggle 3 time-series 3 bayesian 3 tabular-data 3 automated-feature-engineering 3 constraints 3 shap 3 python-library 3 pandas 3 classification-algorithm 3 model-evaluation 3 statistical-tests 3 model-training 3 pypi 3 data-analysis 2 Feature Engineering 2 dimension-reduction 2 data-cleaning 2 high-dimensional-data 2 poisson-regression 2 linear-regression 2 correlation 2 rocchio-algorithm 2 gpu 2 pytorch 2 keras 2 sparse-neural-network 2 neural-network-initialization 2 xai 2 ml 2 variable-selection 2 cox-model 2 neural-networks 2 prototype-based-models 2 data mining 2 lvq 2 interpretable-ai 2 automl-pipeline 2 pypi-package 2 recursion 2 relief 2 feature-selection-library 2 mlops 2 sure-independence-screening 2 particle-swarm-optimization 2 information-theory 2 dataset-manager 2 rfe 2 select 2 computer 2 recursive 2 elimination 2