Other packages > Find by keyword >

RPointCloud  

Visualizing Topological Loops and Voids
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RPointCloud", "0.8.0")



Attach the package and use:
library("RPointCloud")
Maintained by
Kevin R. Coombes
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-06-25
Latest Update: 2024-06-25
Description:
Visualizations to explain the results of a topological data analysis. The goal of topological data analysis is to identify persistent topological structures, such as loops (topological circles) and voids (topological spheres), in data sets. The output of an analysis using the 'TDA' package is a Rips diagram (named after the mathematician Eliyahu Rips). The goal of 'RPointCloud' is to fill in these holes in the data by providing tools to visualize the features that help explain the structures found in the Rips diagram. See McGee and colleagues (2024) <doi:10.1101/2024.05.16.593927>.
How to cite:
Kevin R. Coombes (2024). RPointCloud: Visualizing Topological Loops and Voids. R package version 0.8.0, https://cran.r-project.org/web/packages/RPointCloud. Accessed 07 Nov. 2024.
Previous versions and publish date:
0.6.2 (2024-06-25 13:41)
Other packages that cited RPointCloud R package
View RPointCloud citation profile
Other R packages that RPointCloud depends, imports, suggests or enhances
Complete documentation for RPointCloud
Functions, R codes and Examples using the RPointCloud R package
Full RPointCloud package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

bacondecomp  
Goodman-Bacon Decomposition
Decomposition for differences-in-differences with variation in treatment timing from Goodman-Bacon ...
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  
con2aqi  
Calculate the AQI from Pollutant Concentration
To calculate the AQI (Air Quality Index) from pollutant concentration data. O3, PM2.5, PM10, CO, SO ...
Download / Learn more Package Citations See dependency  
robregcc  
Robust Regression with Compositional Covariates
We implement the algorithm estimating the parameters of the robust regression model with composition ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

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