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DESCRIPTION
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49 lines (49 loc) · 1.79 KB
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Package: phutil
Title: Persistence Homology Utilities
Version: 0.0.2.9000
Authors@R: c(
person("Aymeric", "Stamm", , "aymeric.stamm@cnrs.fr", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-8725-3654")),
person("Jason Cory", "Brunson", , "cornelioid@gmail.com", role = "aut",
comment = c(ORCID = "0000-0003-3126-9494")),
person("Michael", "Kerber", role = "ctb", comment = "HERA C++ code"),
person("Dmitriy", "Morozov", role = "ctb", comment = "HERA C++ code"),
person("Arnur", "Nigmetov", role = "ctb", comment = "HERA C++ code")
)
Description: A low-level package for hosting persistence data. It is part of the
'TDAverse' suite of packages, which is designed to provide a collection of
packages for enabling machine learning and data science tasks using
persistent homology. Implements a class for hosting persistence data, a
number of coercers from and to already existing and used data structures
from other packages and functions to compute distances between persistence
diagrams. A formal definition and study of bottleneck and Wasserstein
distances can be found in Bubenik, Scott and Stanley (2023)
<doi:10.1007/s41468-022-00103-8>. Their implementation in 'phutil' relies on
the 'C++' Hera library developed by Kerber, Morozov and Nigmetov (2017)
<doi:10.1145/3064175>.
License: MIT + file LICENSE
URL: https://github.com/tdaverse/phutil,
https://tdaverse.github.io/phutil/
BugReports: https://github.com/tdaverse/phutil/issues
Depends:
R (>= 3.5)
Imports:
cli,
rlang
Suggests:
knitr,
microbenchmark,
quarto,
TDA,
tdaunif,
tinysnapshot,
tinytest
LinkingTo:
BH,
cpp11
VignetteBuilder:
quarto
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3