CBTF - Caught by the Fuzz! - A Minimalistic Fuzz-Test Runner
A simple runner for fuzz-testing functions in an R package's public interface. Fuzz testing helps identify functions lacking sufficient argument validation, and uncovers problematic inputs that, while valid by function signature, may cause issues within the function body.
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4.81 score 4 stars 4 scripts 246 downloadshsstan - Hierarchical Shrinkage Stan Models for Biomarker Selection
Linear and logistic regression models penalized with hierarchical shrinkage priors for selection of biomarkers (or more general variable selection), which can be fitted using Stan (Carpenter et al. (2017) <doi:10.18637/jss.v076.i01>). It implements the horseshoe and regularized horseshoe priors (Piironen and Vehtari (2017) <doi:10.1214/17-EJS1337SI>), as well as the projection predictive selection approach to recover a sparse set of predictive biomarkers (Piironen, Paasiniemi and Vehtari (2020) <doi:10.1214/20-EJS1711>).
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bayesianfeature-selectionmcmccpp
3.91 score 7 stars 23 scripts 281 downloadsnestfs - Cross-Validated (Nested) Forward Selection
Implementation of forward selection based on cross-validated linear and logistic regression.
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feature-selection
3.08 score 2 stars 12 scripts 327 downloads