Other packages > Find by keyword >

BallMapper  

The Ball Mapper Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BallMapper", "0.2.0")



Attach the package and use:
library("BallMapper")
Maintained by
Pawel Dlotko
[Scholar Profile | Author Map]
First Published: 2019-07-26
Latest Update: 2019-08-20
Description:
The core algorithm is described in "Ball mapper: a shape summary for topological data analysis" by Pawel Dlotko, (2019) . Please consult the following youtube video the idea of functionality. Ball Mapper provide a topologically accurate summary of a data in a form of an abstract graph. To create it, please provide the coordinates of points (in the points array), values of a function of interest at those points (can be initialized randomly if you do not have it) and the value epsilon which is the radius of the ball in the Ball Mapper construction. It can be understood as the minimal resolution on which we use to create the model of the data.
How to cite:
Pawel Dlotko (2019). BallMapper: The Ball Mapper Algorithm. R package version 0.2.0, https://cran.r-project.org/web/packages/BallMapper. Accessed 05 May. 2025.
Previous versions and publish date:
0.1.0 (2019-07-26 13:10)
Other packages that cited BallMapper R package
View BallMapper citation profile
Other R packages that BallMapper depends, imports, suggests or enhances
Complete documentation for BallMapper
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for BallMapper02468101214161820222426TrendBars

Today's Hot Picks in Authors and Packages

aspline  
Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penali ...
Download / Learn more Package Citations See dependency  
affinitymatrix  
Estimation of Affinity Matrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
Download / Learn more Package Citations See dependency  
ClickHouseHTTP  
A Simple HTTP Database Interface to 'ClickHouse'
'ClickHouse' () is an open-source, high performance columnar OLAP (online ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
helloJavaWorld  
Hello Java World
A dummy package to demonstrate how to interface to a jar file that resides inside an R package. ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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