Package: SimplicialComplex 0.1.0

ChiChien Wang

SimplicialComplex: Topological Data Analysis: Simplicial Complex

Provides an implementation of simplicial complexes for Topological Data Analysis (TDA). The package includes functions to compute faces, boundary operators, Betti numbers, Euler characteristic, and to construct simplicial complexes. It also implements persistent homology, from building filtrations to computing persistence diagrams, with the aim of helping readers understand the core concepts of computational topology. Methods are based on standard references in persistent homology such as Zomorodian and Carlsson (2005) <doi:10.1007/s00454-004-1146-y> and Chazal and Michel (2021) <doi:10.3389/frai.2021.667963>.

Authors:ChiChien Wang [aut, cre, trl]

SimplicialComplex_0.1.0.tar.gz
SimplicialComplex_0.1.0.zip(r-4.7)SimplicialComplex_0.1.0.zip(r-4.6)SimplicialComplex_0.1.0.zip(r-4.5)
SimplicialComplex_0.1.0.tgz(r-4.6-any)SimplicialComplex_0.1.0.tgz(r-4.5-any)
SimplicialComplex_0.1.0.tar.gz(r-4.7-any)SimplicialComplex_0.1.0.tar.gz(r-4.6-any)
SimplicialComplex_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
SimplicialComplex/json (API)

# Install 'SimplicialComplex' in R:
install.packages('SimplicialComplex', repos = c('https://tda-r.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/tda-r/simplicialcomplex/issues

On CRAN:

Conda:

3.95 score 3 stars 2 scripts 152 downloads 10 exports 23 dependencies

Last updated from:3cff0a23bc. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK143
source / vignettesOK168
linux-release-x86_64OK176
macos-release-arm64OK150
macos-oldrel-arm64OK210
windows-develOK100
windows-releaseOK112
windows-oldrelOK89
wasm-releaseOK105

Exports:abstract_simplicial_complexbetti_numberboundaryboundary_infobuild_vr_filtrationeuler_characteristicextract_persistence_pairsfacesplot_persistenceVietorisRipsComplex

Dependencies:clicpp11farverggplot2gluegtablegtoolsigraphisobandlabelinglatticelifecyclemagrittrMatrixpkgconfigR6RColorBrewerrlangS7scalesvctrsviridisLitewithr