Package: veloviz 1.11.0

Lyla Atta

veloviz: VeloViz: RNA-velocity informed 2D embeddings for visualizing cell state trajectories

VeloViz uses each cell’s current observed and predicted future transcriptional states inferred from RNA velocity analysis to build a nearest neighbor graph between cells in the population. Edges are then pruned based on a cosine correlation threshold and/or a distance threshold and the resulting graph is visualized using a force-directed graph layout algorithm. VeloViz can help ensure that relationships between cell states are reflected in the 2D embedding, allowing for more reliable representation of underlying cellular trajectories.

Authors:Lyla Atta [aut, cre], Jean Fan [aut], Arpan Sahoo [aut]

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veloviz.pdf |veloviz.html
veloviz/json (API)
NEWS

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

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • pancreas - Pancreas scRNA-seq data
  • vel - MERFISH velocity subset

On BioConductor:veloviz-1.11.0(bioc 3.20)veloviz-1.10.0(bioc 3.19)

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

bioconductor-package

9 exports 0.71 score 16 dependencies

Last updated 2 months agofrom:13cad1e51f

Exports:asNNGraphbuildVelovizgraphViznormalizeDepthnormalizeVarianceplotEmbeddingplotVelovizprojectedNeighborsreduceDimensions

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixmgcvnlmepkgconfigRcppRcppEigenrlangRSpectravctrs

VeloViz Vignette

Rendered fromvignette.Rmdusingknitr::rmarkdownon Jun 19 2024.

Last update: 2021-07-14
Started: 2021-05-05