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DESCRIPTION
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Package: bHIVE
Title: B-cell Hybrid Immune Variant Engine
Version: 0.99.0
Authors@R: c(
person(given = "Nick", family = "Borcherding", role = c("aut", "cre"), email = "[email protected]"))
Description: The bHIVE package implements an Artificial Immune Network (AI-Net) algorithm for clustering, classification, and regression tasks. Inspired by biological immune systems, it employs clonal selection, mutation, and network suppression to analyze and model datasets. This package provides flexible functionality, including affinity metrics, mutation strategies, and hyperparameter tuning.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
biocViews: Software, Classification, Annotation, Regression, Classification
Depends:
R (>= 4.0.0)
Imports:
BiocParallel,
cluster,
clusterCrit,
ggplot2,
Rtsne,
stats,
umap,
viridis
Suggests:
BiocStyle,
caret,
devtools,
knitr,
MASS,
rmarkdown,
spelling,
testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Language: en-US
URL: https://www.borch.dev/uploads/bHIVE/
BugReports: https://github.com/BorchLab/bHIVE/issues