Package: PathwaySpace 1.0.0
PathwaySpace: Spatial Projection of Network Signals along Geodesic Paths
For a given graph containing vertices, edges, and a signal associated with the vertices, the 'PathwaySpace' package performs a convolution operation, which involves a weighted combination of neighboring vertices and their associated signals. The package then uses a decay function to project these signals, creating geodesic paths on a 2D-image space. 'PathwaySpace' could have various applications, such as visualizing and analyzing network data in a graphical format that highlights the relationships and signal strengths between vertices. It can be particularly useful for understanding the influence of signals through complex networks. By combining graph theory, signal processing, and visualization, the 'PathwaySpace' package provides a novel way of representing and analyzing graph data.
Authors:
PathwaySpace_1.0.0.tar.gz
PathwaySpace_1.0.0.zip(r-4.5)PathwaySpace_1.0.0.zip(r-4.4)
PathwaySpace_1.0.0.tgz(r-4.4-any)
PathwaySpace_1.0.0.tar.gz(r-4.5-noble)PathwaySpace_1.0.0.tar.gz(r-4.4-noble)
PathwaySpace_1.0.0.tgz(r-4.4-emscripten)
PathwaySpace.pdf |PathwaySpace.html✨
PathwaySpace/json (API)
NEWS
# Install 'PathwaySpace' in R: |
install.packages('PathwaySpace', repos = c('https://sysbiolab.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/sysbiolab/pathwayspace/issues
- CGC_20211118 - COSMIC-CGC genes mapped to PathwaySpace images.
- PCv12_pruned_igraph - A pruned and laid out igraph object from Pathway Commons V12.
- gdist.toy - A pruned and laid out igraph object from Pathway Commons V12.
- gimage - An image matrix.
- gtoy1 - Toy 'igraph' objects.
- gtoy2 - Toy 'igraph' objects.
- hallmarks - A list with Hallmark gene sets (v2023.1).
bioinformaticsbiological-networksgraph
Last updated 8 days agofrom:77276cab7b. Checks:OK: 5. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 12 2024 |
R-4.5-win | OK | Nov 12 2024 |
R-4.5-linux | OK | Nov 12 2024 |
R-4.4-win | OK | Nov 12 2024 |
R-4.4-mac | OK | Nov 12 2024 |
Exports:buildPathwaySpacecircularProjectionexpDecaygetPathwaySpacelinearDecaypathDistancesplotPathDistancesplotPathwaySpacepolarProjectionpspace.colssilhouetteMappingsummitMappingsummitWatershedvertexSignalvertexSignal<-vertexWeightvertexWeight<-weibullDecay
Dependencies:clicolorspacecpp11fansifarverggplot2ggrepelgluegtableigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RANNRColorBrewerRcppRGraphSpacerlangscalestibbleutf8vctrsviridisLitewithr