voyager

From geospatial to spatial -omics

https://github.com/pachterlab/voyager

Science Score: 23.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    3 of 7 committers (42.9%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (10.7%) to scientific vocabulary

Keywords

bioconductor eda esda exploratory-data-analysis omics r r-package rstats spatial spatial-statistics spatial-transcriptomics transcriptomics

Keywords from Contributors

rna-seq proteomics genomics
Last synced: 6 months ago · JSON representation

Repository

From geospatial to spatial -omics

Basic Info
Statistics
  • Stars: 95
  • Watchers: 4
  • Forks: 13
  • Open Issues: 21
  • Releases: 0
Topics
bioconductor eda esda exploratory-data-analysis omics r r-package rstats spatial spatial-statistics spatial-transcriptomics transcriptomics
Created over 5 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog Contributing License

README.md

From geospatial to spatial transcriptomics

Lifecycle: experimental BioC status codecov <!-- badges: end -->

This package brings the tradition of geospatial statistics to spatial omics by wrapping classical geospatial packages such as spdep and gstat to be used with the SpatialFeatureExperiment class, which extends SpatialExperiment with sf.

The companion website for this package includes vignettes that showcase the functionality of Voyager in the context of the Visium, Slide-seq V2, CosMx, Xenium, and MERFISH technologies.

Installation

This package is in Bioconductor version 3.16 and above. Install with

r if (!requireNamespace("BiocManager")) install.packages("BiocManager") BiocManager::install(version = "3.17") # Or a higher version in the future BiocManager::install("Voyager")

The main branch in this repo is the release version. The development version of Voyager can be installed from GitHub with:

```r

install.packages("remotes")

remotes::install_github("pachterlab/voyager", ref = "devel") ```

Or from Bioconductor with:

r BiocManager::install("Voyager", version = "devel")

For contributors

The whole git repo of this package is huge because of the large number of figures and Jupyter notebooks in the documentation website. To reduce download time and disk space usage, you may clone the devel branch only, so the documentation branches are not cloned:

git clone -b devel --single-branch https://github.com/pachterlab/voyager.git

Owner

  • Name: Pachter Lab
  • Login: pachterlab
  • Kind: organization
  • Email: lpachter@caltech.edu
  • Location: Pasadena, CA

GitHub Events

Total
  • Issues event: 21
  • Watch event: 22
  • Issue comment event: 27
  • Push event: 96
  • Fork event: 3
Last Year
  • Issues event: 21
  • Watch event: 22
  • Issue comment event: 27
  • Push event: 96
  • Fork event: 3

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 419
  • Total Committers: 7
  • Avg Commits per committer: 59.857
  • Development Distribution Score (DDS): 0.048
Past Year
  • Commits: 42
  • Committers: 3
  • Avg Commits per committer: 14.0
  • Development Distribution Score (DDS): 0.119
Top Committers
Name Email Commits
Lambda Moses d****2@c****u 399
J Wokaty j****y@s****u 10
Kayla Jackson 3****n 4
Lior Pachter l****r@g****m 3
Laura Luebbert 5****t 1
alikhuseynov a****v@g****m 1
Kayla Jackson k****n@c****u 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 52
  • Total pull requests: 1
  • Average time to close issues: 2 months
  • Average time to close pull requests: less than a minute
  • Total issue authors: 16
  • Total pull request authors: 1
  • Average comments per issue: 1.9
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 16
  • Pull requests: 0
  • Average time to close issues: 11 days
  • Average time to close pull requests: N/A
  • Issue authors: 10
  • Pull request authors: 0
  • Average comments per issue: 1.19
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • lambdamoses (29)
  • alikhuseynov (4)
  • huiyijiangling (4)
  • heziqing (2)
  • rsbivand (2)
  • abadgerw (1)
  • wudustan (1)
  • ccruizm (1)
  • chrkuo (1)
  • Elena983 (1)
  • cstrlln (1)
  • spcdot (1)
  • MohammadFaizIqbalFaiz (1)
  • swbioinf (1)
  • vraghu90 (1)
Pull Request Authors
  • lambdamoses (1)
Top Labels
Issue Labels
enhancement (13) plotting (10) intermediate (8) documentation (7) advanced (4) beginner (2) refactor (1) wontfix (1) bug (1)
Pull Request Labels

Dependencies

DESCRIPTION cran
  • R >= 4.2.0 depends
  • BiocParallel * imports
  • Matrix * imports
  • S4Vectors * imports
  • SingleCellExperiment * imports
  • SpatialExperiment * imports
  • SpatialFeatureExperiment * imports
  • SummarizedExperiment * imports
  • bluster * imports
  • ggnewscale * imports
  • ggplot2 * imports
  • methods * imports
  • patchwork * imports
  • scales * imports
  • scico * imports
  • sf * imports
  • spdep * imports
  • stats * imports
  • BiocSingular * suggests
  • BiocStyle * suggests
  • ExperimentHub * suggests
  • SFEData * suggests
  • cowplot * suggests
  • knitr * suggests
  • rmarkdown * suggests
  • scater * suggests
  • scran * suggests
  • sparseMatrixStats * suggests
  • testthat >= 3.0.0 suggests
  • vdiffr * suggests
.github/workflows/pkgdown-devel.yaml actions
  • JamesIves/github-pages-deploy-action 4.1.4 composite
  • actions/checkout v2 composite
  • grimbough/bioc-actions/setup-bioc v1 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/pkgdown.yaml actions
  • JamesIves/github-pages-deploy-action 4.1.4 composite
  • actions/checkout v2 composite
  • grimbough/bioc-actions/setup-bioc v1 composite
  • r-lib/actions/setup-pandoc v2 composite
  • r-lib/actions/setup-r-dependencies v2 composite
.github/workflows/test-coverage.yaml actions
  • actions/checkout v2 composite
  • grimbough/bioc-actions/setup-bioc v1 composite
  • r-lib/actions/setup-r-dependencies v2 composite