Package: sketchR 1.9.1
sketchR: An R interface for python subsampling/sketching algorithms
Provides an R interface for various subsampling algorithms implemented in python packages. Currently, interfaces to the geosketch and scSampler python packages are implemented. In addition it also provides diagnostic plots to evaluate the subsampling.
Authors:
sketchR_1.9.1.tar.gz
sketchR_1.9.1.zip(r-4.7)sketchR_1.9.1.zip(r-4.6)sketchR_1.9.1.zip(r-4.5)
sketchR_1.9.1.tgz(r-4.6-any)sketchR_1.9.1.tgz(r-4.5-any)
sketchR_1.9.1.tar.gz(r-4.7-any)sketchR_1.9.1.tar.gz(r-4.6-any)
sketchR_1.9.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
sketchR/json (API)
NEWS
| # Install 'sketchR' in R: |
| install.packages('sketchR', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fmicompbio/sketchr/issues
On BioConductor:sketchR-1.9.0(bioc 3.24)sketchR-1.8.0(bioc 3.23)
Last updated from:f1e060bd60. Checks:8 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 254 | ||
| linux-devel-x86_64 | NOTE | 1201 | ||
| source / vignettes | OK | 1360 | ||
| linux-release-x86_64 | NOTE | 1181 | ||
| macos-release-arm64 | NOTE | 1069 | ||
| macos-oldrel-arm64 | NOTE | 718 | ||
| windows-devel | NOTE | 723 | ||
| windows-release | NOTE | 1018 | ||
| windows-oldrel | NOTE | 772 | ||
| wasm-release | OK | 199 |
Exports:compareCompositionPlotgeosketchgetGeosketchNamesgetScSamplerNameshausdorffDistPlotscsampler
Dependencies:abindbasiliskBiobaseBiocGenericsclicpp11DelayedArraydir.expirydplyrfarverfilelockgenericsggplot2gluegtablehereIRangesisobandjsonlitelabelinglatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatspillarpkgconfigpngR6rappdirsRColorBrewerRcppRcppTOMLreticulaterlangrprojrootS4ArraysS4VectorsS7scalesSparseArraytibbletidyselectutf8vctrsviridisLitewithrXVector
Incorporating sketching into a typical single-cell analysis workflow
Rendered fromsketching_workflows.Rmdusingknitr::rmarkdownon May 14 2026.Last update: 2026-05-14
Started: 2025-08-12
Subsampling single-cell data sets with sketchR
Rendered fromsketchR.Rmdusingknitr::rmarkdownon May 14 2026.Last update: 2026-05-14
Started: 2022-01-20
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Compare the compositions of a data set and a subset | compareCompositionPlot |
| Run geosketch to subsample a matrix | geosketch |
| Get names of geosketch functions | getGeosketchNames |
| Get names of scSampler functions | getScSamplerNames |
| Create diagnostic plot of Hausdorff distances | hausdorffDistPlot |
| Run scSampler to subsample a matrix | scsampler |
