https://github.com/avehtari/modelselection

Case studies on model assessment, model selection and inference after model selection

bayesian rstanarm stan variable-selection

Last synced: 25 Mar 2025

https://github.com/majianthu/pycopent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

causal-discovery causality change-detection change-point-detection changepoint conditional-independence-test conditional-mutual-information copula copula-entropy correlation entropy granger-causality hypothesis-testing information-theory mutual-information normality-test python transfer-entropy two-sample-test variable-selection

Last synced: 11 Jun 2025

https://github.com/stan-dev/projpred

Projection predictive variable selection

bayes bayesian bayesian-inference r-package rstanarm stan statistics variable-selection

Last synced: 05 Apr 2025

https://github.com/merliseclyde/BAS

BAS R package for Bayesian Model Averaging and Variable Selection

bayesian bayesian-inference cran generalized-linear-models linear-regression logistic-regression mcmc model-selection poisson-regression predictive-modeling r-package regression variable-selection

Last synced: 14 Mar 2025

https://github.com/eltoulemonde/datapreparation

Data preparation for data science projects.

data-preparation data-preprocessing data-science date-conversion r speed variable-elimination variable-selection

Last synced: 19 Dec 2024

https://github.com/ELToulemonde/dataPreparation

Data preparation for data science projects.

data-preparation data-preprocessing data-science date-conversion r speed variable-elimination variable-selection

Last synced: 04 Dec 2024

https://github.com/hofnerb/stabs

Stability Selection with Error Control

cran machine-learning r-language r-package resampling stability-selection variable-importance variable-selection

Last synced: 03 Apr 2025

https://github.com/theochem/selector

Python library of algorithms for selecting diverse subsets of data for machine-learning. Webserver is hosted at https://huggingface.co/spaces/QCDevs/Selector.

chemical-diversity chemical-library-design compound-acquisition compound-selection maximum-dissimilarity-search maximum-diversity-molecule variable-selection

Last synced: 07 Apr 2025

https://github.com/mamba413/bess

Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis

classification-model feature-selection poisson-regression regression-models sparse-linear-systems survival-analysis variable-selection

Last synced: 21 Mar 2025

https://github.com/majianthu/aps2020

Code for the paper 'Variable Selection with Copula Entropy' published on Chinese Journal of Applied Probability and Statistics

copula-entropy distance-correlation feature-engineering feature-selection hsic mutual-information variable-importance variable-selection

Last synced: 11 Jun 2025

https://github.com/nanxstats/msaenet

🧲 Multi-step adaptive estimation for reducing false positive selection in sparse regressions

false-positive-control high-dimensional-data linear-regression machine-learning variable-selection

Last synced: 22 Apr 2025

https://github.com/slipguru/l1l2py

l1l2py is a Python package to perform variable selection by means of l1l2 regularization with double optimization.

feature-selection fista l1l2-regularization machinelearning python variable-selection

Last synced: 01 May 2025

https://github.com/biona001/ghostknockoffgwas

Knockoff-based analysis of GWAS summary statistics data

conditional-independence false-discovery-rate fdr genomics gwas knockoffs summary-statistics variable-selection

Last synced: 11 Jun 2025

https://github.com/nanxstats/ohpl

📈 Ordered Homogeneity Pursuit Lasso for Group Variable Selection

chemometrics high-dimensional-data homogeneity-pursuit lasso partial-least-squares-regression spectroscopy variable-selection

Last synced: 22 Apr 2025

https://github.com/mamba413/cdcsis

Conditional Distance Correlation based Statistical Method

conditional-dependence feature-selection variable-selection

Last synced: 21 Mar 2025

https://github.com/biona001/knockoffs.jl

Variable Selection with Knockoffs

bioinformatics conditional-independence conditional-independence-test false-discovery-rate fdr feature-selection genomics group-knockoffs hypothesis-testing knockoff-filter knockoffs lasso model-selection multiple-knockoffs variable-selection

Last synced: 01 Mar 2025

https://github.com/nanxstats/bcpm-msaenet

Solution for the precisionFDA Brain Cancer Predictive Modeling Challenge using msaenet

brain-cancer high-dimensional-data machine-learning precisionfda variable-selection

Last synced: 22 Apr 2025

https://github.com/htpusa/scanoncorr

Sparse canonical correlation analysis

canonical-correlation-analysis matlab multivariate-analysis sparse-canonical-correlation variable-selection

Last synced: 02 Dec 2024

https://github.com/dmolitor/bolasso

Model consistent Lasso estimation through the bootstrap.

bolasso bootstrap lasso rstats variable-selection

Last synced: 24 Apr 2025

https://github.com/jkapila/vcvn

R package for Variable Selection, Curve Fitting, Variable Conversion and Normalisation

curve-fitting measure normalisation scoring variable-selection voting

Last synced: 20 Jun 2025

https://github.com/modal-inria/mlgl

Procedure of variable selection in the context of redundancy between explanatory variables, which holds true with high dimensional data

group-lasso r variable-selection

Last synced: 25 Jun 2025

https://github.com/stla/gfiUltra

Generalized fiducial inference for ultrahigh-dimensional regression.

fiducial-distribution r variable-selection

Last synced: 04 Dec 2024

https://github.com/stla/gfiultra

Generalized fiducial inference for ultrahigh-dimensional regression.

fiducial-distribution r variable-selection

Last synced: 14 Apr 2025

https://github.com/clement-w/sirthresholded

Variable selection with Sliced Inverse Regression (SIR) thresholded

dimensionality-reduction inverse-regression r statistical-learning variable-selection

Last synced: 05 Mar 2025

https://github.com/imperialcollegelondon/r2guess

Wrapper functions for GUESS

bayesian-methods gpu-acceleration linear-regression variable-selection

Last synced: 12 Apr 2025

https://github.com/jaewonson37/data_analysis_and_regression1

lasso-regression model-building multiple-linear-regression pitfalls r residual-analysis ridge-regression simple-linear-regression variable-selection

Last synced: 29 Mar 2025

https://github.com/simonlarsen/varselranger

Variable selection using the ranger random forest R package

random-forest variable-selection

Last synced: 22 Mar 2025

https://github.com/humburg/mipredict

multiple-imputation predictive-modeling variable-selection

Last synced: 08 Apr 2025