Other packages > Find by keyword >

hilbertSimilarity  

Hilbert Similarity Index for High Dimensional Data
View on CRAN: Click here


Download and install hilbertSimilarity package within the R console
Install from CRAN:
install.packages("hilbertSimilarity")

Install from Github:
library("remotes")
install_github("cran/hilbertSimilarity")

Install by package version:
library("remotes")
install_version("hilbertSimilarity", "0.4.4")



Attach the package and use:
library("hilbertSimilarity")
Maintained by
Yann Abraham
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-11-05
Latest Update: 2019-11-11
Description:
Quantifying similarity between high-dimensional single cell samples is challenging, and usually requires some simplifying hypothesis to be made. By transforming the high dimensional space into a high dimensional grid, the number of cells in each sub-space of the grid is characteristic of a given sample. Using a Hilbert curve each sample can be visualized as a simple density plot, and the distance between samples can be calculated from the distribution of cells using the Jensen-Shannon distance. Bins that correspond to significant differences between samples can identified using a simple bootstrap procedure.
How to cite:
Yann Abraham (2019). hilbertSimilarity: Hilbert Similarity Index for High Dimensional Data. R package version 0.4.4, https://cran.r-project.org/web/packages/hilbertSimilarity. Accessed 04 Jun. 2026.
Previous versions and publish date:
0.4.2 (2019-11-05 10:40), 0.4.3 (2019-11-12 00:50)
Other packages that cited hilbertSimilarity R package
View hilbertSimilarity citation profile
Other R packages that hilbertSimilarity depends, imports, suggests or enhances
Complete documentation for hilbertSimilarity
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA