Package: scAnnotate 0.3
scAnnotate: An Automated Cell Type Annotation Tool for Single-Cell RNA-Sequencing Data
An entirely data-driven cell type annotation tools, which requires training data to learn the classifier, but not biological knowledge to make subjective decisions. It consists of three steps: preprocessing training and test data, model fitting on training data, and cell classification on test data. See Xiangling Ji,Danielle Tsao, Kailun Bai, Min Tsao, Li Xing, Xuekui Zhang.(2022)<doi:10.1101/2022.02.19.481159> for more details.
Authors:
scAnnotate_0.3.tar.gz
scAnnotate_0.3.zip(r-4.7)scAnnotate_0.3.zip(r-4.6)scAnnotate_0.3.zip(r-4.5)
scAnnotate_0.3.tgz(r-4.6-any)scAnnotate_0.3.tgz(r-4.5-any)
scAnnotate_0.3.tar.gz(r-4.6-any)
scAnnotate_0.3.tgz(r-4.5-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
scAnnotate/json (API)
NEWS
| # Install 'scAnnotate' in R: |
| install.packages('scAnnotate', repos = c('https://ubcxzhang.r-universe.dev', 'https://cloud.r-project.org')) |
- pbmc1 - Pbmc1
- pbmc2 - Pbmc2
- predict_label - Predict_label
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:df9145d8a8. Checks:9 OK. Indexed: yes.
The latest version of this package failed to build. Look at thebuild logs for more information.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 258 | ||
| source / vignettes | OK | 320 | ||
| linux-release-x86_64 | OK | 306 | ||
| macos-release-arm64 | OK | 190 | ||
| macos-oldrel-arm64 | OK | 131 | ||
| windows-devel | OK | 192 | ||
| windows-release | OK | 185 | ||
| windows-oldrel | OK | 191 | ||
| wasm-release | OK | 250 |
Exports:eva_calscAnnotate
Dependencies:abindaskpassbase64encBHbitopsbslibcachemcaToolscliclustercodetoolscommonmarkcowplotcpp11crosstalkcurldata.tabledeldirdigestdotCall64dplyrdqrngevaluatefarverfastDummiesfastmapfitdistrplusFNNfontawesomeforeachfsfuturefuture.applygenericsggplot2ggrepelggridgesglmnetglobalsgluegoftestgplotsgridExtragtablegtoolsharmonyherehighrhtmltoolshtmlwidgetshttpuvhttricaigraphirlbaisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclelistenvlmtestmagrittrMASSMatrixmatrixStatsmemoisemimeminiUInlmeopensslotelparallellypatchworkpbapplypillarpkgconfigplotlyplyrpngpolyclipprogressrpromisespurrrR6RANNrappdirsRColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppHNSWRcppProgressRcppTOMLreshape2reticulateRhpcBLASctlrlangrmarkdownROCRrprojrootRSpectraRtsneS7sassscalesscattermoresctransformSeuratSeuratObjectshapeshinysitmosourcetoolsspspamspatstat.dataspatstat.explorespatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilsstringistringrsurvivalsystensortibbletidyrtidyselecttinytexutf8uwotvctrsviridisLitewithrxfunxtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| eva_cal | eva_cal |
| pbmc1 | pbmc1 |
| pbmc2 | pbmc2 |
| predict_label | predict_label |
| scAnnotate | scAnnotate |
