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DESCRIPTION
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Package: trena
Type: Package
Title: Fit transcriptional regulatory networks using gene expression, priors, machine learning
Version: 2.0.10
Date: 2023-03-13
Author: Paul Shannon <pshannon@systemsbioloyg.org>, Matthew Richards <mrichard@systemsbiology.org>
Maintainer: Paul Shannon <paul.thurmond.shannon@gmail.com>
Imports:
RSQLite,
RMySQL,
lassopv,
randomForest,
xgboost,
RPostgreSQL,
methods,
DBI,
BSgenome,
BSgenome.Hsapiens.UCSC.hg38,
BSgenome.Hsapiens.UCSC.hg19,
BSgenome.Mmusculus.UCSC.mm10,
SNPlocs.Hsapiens.dbSNP150.GRCh38,
org.Hs.eg.db,
Biostrings,
GenomicRanges,
biomaRt,
AnnotationDbi,
WGCNA
Depends:
R (>= 3.5.0),
R6,
data.table,
utils,
glmnet (>= 2.0.3),
MotifDb (>= 1.19.17)
Suggests:
RUnit,
plyr,
knitr,
BiocGenerics,
rmarkdown,
formatR,
markdown,
BiocParallel,
BSgenome.Scerevisiae.UCSC.sacCer3,
BSgenome.Athaliana.TAIR.TAIR9
URL: https://pricelab.github.io/trena/
BugReports: https://github.com/PriceLab/trena/issues
VignetteBuilder:
knitr, rmarkdown, formatR, markdown
Description: Methods for reconstructing transcriptional regulatory networks, especially in species
for which genome-wide TF binding site information is available.
License: GPL-3
biocViews: Transcription, GeneRegulation, NetworkInference, FeatureExtraction, Regression,
SystemsBiology, GeneExpression
Collate:
'Solver.R'
'BicorSolver.R'
'CandidateFilter.R'
'EnsembleSolver.R'
'FeatureTable.R'
'FootprintFinder.R'
'FootprintFilter.R'
'GeneOntologyFilter.R'
'HumanDHSFilter.R'
'LassoPVSolver.R'
'LassoSolver.R'
'MotifMatcher.R'
'PCAMax.R'
'PearsonSolver.R'
'RandomForestSolver.R'
'RidgeSolver.R'
'SpearmanSolver.R'
'Trena.R'
'VarianceFilter.R'
'XGBoostSolver.R'
'help.R'
'sharedFunctions.R'
'utils.R'
Encoding: UTF-8
RoxygenNote: 7.2.1