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TDApplied

Machine Learning and Inference for Topological Data Analysis

v3.0.4 · Oct 29, 2024 · GPL (>= 3)

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.

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CRAN Check Status

3 NOTE
11 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 NOTE
r-oldrel-macos-x86_64 NOTE
r-oldrel-windows-x86_64 NOTE
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (3 non-OK)
NOTE r-oldrel-macos-arm64

installed package size

installed size is 10.5Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 10.5Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.9Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  9.7Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.1Mb

Check History

NOTE 11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-oldrel-macos-arm64

installed package size

installed size is 10.5Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.8Mb
NOTE r-oldrel-macos-x86_64

installed package size

installed size is 10.5Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.9Mb
NOTE r-oldrel-windows-x86_64

installed package size

installed size is  9.7Mb
  sub-directories of 1Mb or more:
    doc    8.2Mb
    libs   1.1Mb

Dependency Network

Dependencies Reverse dependencies doParallel foreach clue rdist parallelly kernlab iterators Rcpp TDApplied

Version History

new 3.0.4 Mar 10, 2026
updated 3.0.4 ← 3.0.3 diff Oct 28, 2024
updated 3.0.3 ← 3.0.2 diff Mar 12, 2024
updated 3.0.2 ← 3.0.0 diff Jan 20, 2024
updated 3.0.0 ← 2.0.4 diff Dec 6, 2023
updated 2.0.4 ← 2.0.3 diff Jan 24, 2023
updated 2.0.3 ← 2.0.2 diff Jan 14, 2023
updated 2.0.2 ← 2.0.1 diff Jan 11, 2023
updated 2.0.1 ← 2.0.0 diff Dec 22, 2022
updated 2.0.0 ← 0.1.3 diff Nov 7, 2022
updated 0.1.3 ← 0.1.2 diff Oct 1, 2022
updated 0.1.2 ← 0.1.1 diff Sep 25, 2022
updated 0.1.1 ← 0.1.0 diff Aug 28, 2022
new 0.1.0 Aug 14, 2022