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The Top 23 Variable Selection Open Source Projects

Open source projects categorized as Variable Selection
Categories > Variable Selection
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22most recent commit 3 months ago
Pycopent ⭐ 101
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Independence), and the statistics for multivariate normality test and two-sample test in Python
total releases 17most recent commit 9 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15most recent commit 3 months ago
Mboost ⭐ 70
Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current relase version can be found on CRAN (http://cran.r-project.org/package=mboost).
dependent packages 34total releases 71most recent commit 5 months ago
Bas ⭐ 41
BAS R package https://merliseclyde.github.io/BAS/
most recent commit 4 months ago
Copent ⭐ 35
R package for estimating copula entropy (mutual information), transfer entropy (conditional independence), and the statistic for multivariate normality test and two-sample test
total releases 4most recent commit 9 months ago
Datapreparation ⭐ 30
Data preparation for data science projects.
dependent packages 1total releases 20most recent commit 10 months ago
Omicselector ⭐ 26
OmicSelector - Environment, docker-based application and R package for biomarker signiture selection (feature selection) & deep learning diagnostic tool development from high-throughput high-throughput omics experiments and other multidimensional datasets. Initially developed for miRNA-seq, RNA-seq and qPCR.
most recent commit 10 months ago
Gamboostlss ⭐ 24
Boosting models for fitting generalized additive models for location, shape and scale (GAMLSS) to potentially high dimensional data. The current relase version can be found on CRAN (https://cran.r-project.org/package=gamboostLSS).
most recent commit 7 months ago
Oem ⭐ 21
Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
total releases 14most recent commit 2 years ago
Stabs ⭐ 20
Stability Selection with Error Control
most recent commit 3 years ago
Sdmtune ⭐ 20
Performs Variables selection and model tuning for Species Distribution Models (SDMs). It provides also several utilities to display results.
total releases 12most recent commit 10 months ago
Fdboost ⭐ 13
Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).
dependent packages 1total releases 12most recent commit 9 months ago
Bess ⭐ 12
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
dependent packages 1total releases 13most recent commit 3 years ago
Msaenet ⭐ 12
🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions
most recent commit 2 years ago
Aps2020 ⭐ 11
Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics
most recent commit 2 years ago
Rate ⭐ 10
Code for Variable Selection in Black Box Methods with RelATive cEntrality (RATE) Measures
most recent commit 3 years ago
Selector ⭐ 10
Methods for selecting diverse (molecular) database.
most recent commit 4 months ago
Banns ⭐ 10
Code and simulations using Biologically Annotated Neural Networks (BANNs)
most recent commit 3 years ago
Locus ⭐ 9
locus R package - Large-scale variational inference for variable selection in sparse multiple-response regression
most recent commit 4 months ago
Sinatra ⭐ 8
A statistical framework for feature selection and association mapping with 3D shapes
most recent commit 8 months ago
Bakr ⭐ 8
Code and Simulations using Bayesian Approximate Kernel Regression (BAKR)
most recent commit 5 years ago
Regularized Rbm ⭐ 7
A regularized version of RBM for unsupervised feature selection.
most recent commit 4 years ago
The 6 Most Depended On Variable Selection Open Source Projects
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15latest release May 30, 2023most recent commit 3 months ago
Fdboost ⭐ 13
Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).
dependent packages 1total releases 12latest release August 12, 2023most recent commit 9 months ago
Datapreparation ⭐ 30
Data preparation for data science projects.
dependent packages 1total releases 20latest release July 04, 2023most recent commit 10 months ago
Bess ⭐ 12
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
dependent packages 1total releases 13latest release April 22, 2021most recent commit 3 years ago
The 10 Latest Releases In Variable Selection Open Source Projects
Projpred ⭐ 106
Projection predictive variable selection
dependent packages 2total releases 22latest release September 30, 2023most recent commit 3 months ago
Fdboost ⭐ 13
Boosting Functional Regression Models. The current release version can be found on CRAN (http://cran.r-project.org/package=FDboost).
dependent packages 1total releases 12latest release August 12, 2023most recent commit 9 months ago
Datapreparation ⭐ 30
Data preparation for data science projects.
dependent packages 1total releases 20latest release July 04, 2023most recent commit 10 months ago
Cast ⭐ 93
Developer Version of the R package CAST: Caret Applications for Spatio-Temporal models
dependent packages 2total releases 15latest release May 30, 2023most recent commit 3 months ago
Oem ⭐ 21
Penalized least squares estimation using the Orthogonalizing EM (OEM) algorithm
total releases 14latest release October 13, 2022most recent commit 2 years ago
Bess ⭐ 12
Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis
dependent packages 1total releases 13latest release April 22, 2021most recent commit 3 years ago
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