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SNFtool
View on CRAN: Click
here
Download and install SNFtool package within the R console
Install from CRAN:
install.packages("SNFtool")
Install from Github:
library("remotes")
install_github("cran/SNFtool")
Install by package version:
library("remotes")
install_version("SNFtool", "2.3.1")
Attach the package and use:
library("SNFtool")
Maintained by
Benjamin Brew
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-03-04
Latest Update: 2021-06-11
Description:
Similarity Network Fusion takes multiple views of a network and fuses them together to construct an overall status matrix. The input to our algorithm can be feature vectors, pairwise distances, or pairwise similarities. The learned status matrix can then be used for retrieval, clustering, and classification.
How to cite:
Benjamin Brew (2014). SNFtool: Similarity Network Fusion. R package version 2.3.1, https://cran.r-project.org/web/packages/SNFtool. Accessed 22 Apr. 2025.
Previous versions and publish date:
Other packages that cited SNFtool R package
View SNFtool citation profile
Other R packages that SNFtool depends,
imports, suggests or enhances
Complete documentation for SNFtool
Functions, R codes and Examples using
the SNFtool R package
Some associated functions: Data1 . Data2 . SNF . affinityMatrix . calNMI . chiDist2 . concordanceNetworkNMI . dataL . displayClusters . displayClustersWithHeatmap . dist2 . estimateNumberOfClustersGivenGraph . getColorsForGroups . groupPredict . heatmapPlus . internal . label . plotAlluvial . rankFeaturesByNMI . spectralClustering . standardNormalization .
Some associated R codes: SNF.R . affinityMatrix.R . calNMI.R . chiDist2.R . concordanceNetworkNMI.R . displayClusters.R . displayClustersWithHeatmap.R . dist2.R . estimateNumberOfClustersGivenGraph.R . getColorsForGroups.R . heatmapPlus.R . internal.R . plotAlluvial.R . rankFeaturesByNMI.R . standardNormalization.R . Full SNFtool package functions and examples
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