CRAN/E | viralx

viralx

Explainers for Regression Models in HIV Research

Installation

About

A dedicated viral-explainer model tool designed to empower researchers in the field of HIV research, particularly in viral load and CD4 (Cluster of Differentiation 4) lymphocytes regression modeling. Drawing inspiration from the 'tidymodels' framework for rigorous model building of Max Kuhn and Hadley Wickham (2020) , and the 'DALEXtra' tool for explainability by Przemyslaw Biecek (2020) . It aims to facilitate interpretable and reproducible research in biostatistics and computational biology for the benefit of understanding HIV dynamics.

Key Metrics

Version 1.3.0
R ≥ 2.10
Published 2024-03-29 31 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks viralx results

Downloads

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Maintainer

Maintainer

Juan Pablo Acuña González

22253567@uagro.mx

Authors

Juan Pablo Acuña González

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

viralx archive

Depends

R ≥ 2.10

Imports

DALEX
DALEXtra
dplyr
earth
Formula
kknn
parsnip
plotmo
plotrix
recipes
rsample
TeachingDemos
vdiffr
workflows

Suggests

Cubist
rules
testthat ≥ 3.0.0