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TDApplied  

Machine Learning and Inference for Topological Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TDApplied", "3.0.4")



Attach the package and use:
library("TDApplied")
Maintained by
Shael Brown
[Scholar Profile | Author Map]
First Published: 2022-08-15
Latest Update: 2023-01-25
Description:
Topological data analysis is a powerful tool for finding non-linear global structure in whole datasets. The main tool of topological data analysis is persistent homology, which computes a topological shape descriptor of a dataset called a persistence diagram. 'TDApplied' provides useful and efficient methods for analyzing groups of persistence diagrams with machine learning and statistical inference, and these functions can also interface with other data science packages to form flexible and integrated topological data analysis pipelines.
How to cite:
Shael Brown (2022). TDApplied: Machine Learning and Inference for Topological Data Analysis. R package version 3.0.4, https://cran.r-project.org/web/packages/TDApplied. Accessed 07 May. 2025.
Previous versions and publish date:
0.1.0 (2022-08-15 10:40), 0.1.1 (2022-08-29 10:00), 0.1.2 (2022-09-26 09:10), 0.1.3 (2022-10-02 18:30), 2.0.0 (2022-11-08 23:20), 2.0.1 (2022-12-23 23:40), 2.0.2 (2023-01-12 22:50), 2.0.3 (2023-01-15 20:00), 2.0.4 (2023-01-25 12:40), 3.0.0 (2023-12-07 23:40), 3.0.2 (2024-01-21 16:42), 3.0.3 (2024-03-13 00:00)
Other packages that cited TDApplied R package
View TDApplied citation profile
Other R packages that TDApplied depends, imports, suggests or enhances
Complete documentation for TDApplied
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