Package: scDHA 1.2.3

Ha Nguyen

scDHA: Single-Cell Decomposition using Hierarchical Autoencoder

Provides a fast and accurate pipeline for single-cell analyses. The 'scDHA' software package can perform clustering, dimension reduction and visualization, classification, and time-trajectory inference on single-cell data (Tran et.al. (2021) <doi:10.1038/s41467-021-21312-2>).

Authors:Ha Nguyen [cre], Duc Tran [aut], Tin Nguyen [fnd], Hao Chen [ctb]

scDHA_1.2.3.tar.gz
scDHA_1.2.3.zip(r-4.7)scDHA_1.2.3.zip(r-4.6)scDHA_1.2.3.zip(r-4.5)
scDHA_1.2.3.tgz(r-4.6-x86_64)scDHA_1.2.3.tgz(r-4.6-arm64)scDHA_1.2.3.tgz(r-4.5-x86_64)scDHA_1.2.3.tgz(r-4.5-arm64)
scDHA_1.2.3.tar.gz(r-4.7-arm64)scDHA_1.2.3.tar.gz(r-4.7-x86_64)scDHA_1.2.3.tar.gz(r-4.6-arm64)scDHA_1.2.3.tar.gz(r-4.6-x86_64)
scDHA_1.2.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
scDHA/json (API)
NEWS

# Install 'scDHA' in R:
install.packages('scDHA', repos = c('https://duct317.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/duct317/scdha/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

cpp

6.23 score 42 stars 20 scripts 247 downloads 4 exports 48 dependencies

Last updated from:ac9060b707. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK213
linux-devel-x86_64OK205
source / vignettesOK222
linux-release-arm64OK200
linux-release-x86_64OK188
macos-release-arm64OK165
macos-release-x86_64OK293
macos-oldrel-arm64OK116
macos-oldrel-x86_64OK467
windows-develOK504
windows-releaseOK192
windows-oldrelOK544
wasm-releaseOK138

Exports:scDHAscDHA.classscDHA.ptscDHA.vis

Dependencies:BHbitbit64callrcliclustercodetoolscorocpp11descdoParalleldqrngfarverFNNforeachglueigraphirlbaiteratorsjsonlitelabelinglatticelifecyclemagrittrMatrixmatrixStatspkgconfigprocessxpsR6RColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppParallelRcppProgressRhpcBLASctlrlangRSpectrasafetensorsscalessitmotorchuwotvctrsviridisLitewithr

scDHA package manual

Rendered fromExample.Rmdusingknitr::knitron May 31 2026.

Last update: 2021-06-09
Started: 2020-11-25