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updated package metadata -- related to #91 and #96
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jr-leary7 committed Jun 19, 2023
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79 changes: 47 additions & 32 deletions DESCRIPTION
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Package: scLANE
Type: Package
Title: Model gene expression over pseudotime with spline-based NB GLMs, GEEs, & GLMMs
Version: 0.6.2
Title: Model gene expression dynamics with spline-based NB GLMs, GEEs, & GLMMs
Version: 0.7.0
Authors@R: c(person(given = "Jack", family = "Leary", email = "[email protected]", role = c("aut", "cre")),
person(given = "Rhonda", family = "Bacher", email = "[email protected]", role = c("ctb", "fnd")))
Description: This package uses truncated power basis spline models to build flexible, interpretable models of single cell gene expression over pseudotime / latent time. Currently supports negative binomial GLMs, GEEs, & GLMMs.
Description: This package uses truncated power basis spline models to build flexible, interpretable models of single cell gene expression over pseudotime or latent time.
The modeling architectures currently supported are negative binomial GLMs, GEEs, & GLMMs.
Downstream analysis functionalities include model comparison, dynamic gene clustering, smoothed counts generation, gene set enrichment testing, & visualization.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.1
Depends:
magrittr,
glm2
glm2,
magrittr
Imports:
dplyr,
foreach,
doParallel,
parallel,
geeM,
MASS,
ggplot2,
dplyr,
stats,
gamlss,
scales,
splines,
bigstatsr,
broom,
utils,
withr,
purrr,
tidyr,
geeM,
glmmTMB,
broom.mixed,
tidyselect,
furrr,
gamlss,
scales,
future,
ggplot2,
splines,
foreach,
glmmTMB,
parallel,
bigstatsr,
RcppEigen,
doParallel,
tidyselect,
broom.mixed,
Rcpp (>= 1.0.7)
URL: https://github.com/jr-leary7/scLANE
BugReports: https://github.com/jr-leary7/scLANE/issues
Suggests:
rmarkdown,
knitr,
testthat (>= 3.0.0),
covr,
ggh4x,
knitr,
irlba,
rlang,
igraph,
Seurat,
bluster,
cluster,
clusterProfiler,
igraph,
irlba,
slingshot,
msigdbr,
rmarkdown,
slingshot,
BiocGenerics,
BiocNeighbors,
rlang,
Seurat,
clusterProfiler,
testthat (>= 3.0.0),
SingleCellExperiment,
SummarizedExperiment,
BiocGenerics
SummarizedExperiment
VignetteBuilder: knitr
Config/testthat/edition: 3
LinkingTo:
RcppEigen,
Rcpp
Rcpp,
RcppEigen
biocViews:
RNASeq,
Software,
TimeCourse,
Sequencing,
Regression,
SingleCell,
Visualization,
GeneExpression,
Transcriptomics,
DifferentialExpression
7 changes: 6 additions & 1 deletion NAMESPACE
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@@ -1,6 +1,7 @@
# Generated by roxygen2: do not edit by hand

export(clusterGenes)
export(createCellOffset)
export(enrichDynamicGenes)
export(extractBreakpoints)
export(fitGLMM)
Expand All @@ -25,7 +26,6 @@ importFrom(MASS,negative.binomial)
importFrom(MASS,theta.mm)
importFrom(Rcpp,sourceCpp)
importFrom(bigstatsr,as_FBM)
importFrom(broom,tidy)
importFrom(broom.mixed,tidy)
importFrom(doParallel,registerDoParallel)
importFrom(dplyr,across)
Expand Down Expand Up @@ -87,6 +87,8 @@ importFrom(parallel,stopCluster)
importFrom(purrr,discard)
importFrom(purrr,map)
importFrom(purrr,map2)
importFrom(purrr,map_chr)
importFrom(purrr,map_dbl)
importFrom(purrr,map_dfr)
importFrom(purrr,pmap_dfc)
importFrom(purrr,reduce)
Expand All @@ -104,6 +106,7 @@ importFrom(stats,hclust)
importFrom(stats,kmeans)
importFrom(stats,lm.fit)
importFrom(stats,logLik)
importFrom(stats,offset)
importFrom(stats,p.adjust)
importFrom(stats,p.adjust.methods)
importFrom(stats,pchisq)
Expand All @@ -113,4 +116,6 @@ importFrom(stats,quantile)
importFrom(stats,setNames)
importFrom(tidyr,pivot_longer)
importFrom(tidyselect,everything)
importFrom(utils,tail)
importFrom(withr,with_output_sink)
useDynLib(scLANE, .registration = TRUE)

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