Package: MapperAlgo 1.0.1

ChiChien Wang

MapperAlgo: Topological Data Analysis: Mapper Algorithm

The Mapper algorithm from Topological Data Analysis, the steps are as follows 1. Define a filter (lens) function on the data. 2. Perform clustering within each level set. 3. Generate a complex from the clustering results.

Authors:ChiChien Wang [aut, cre, trl], Paul Pearson [ctb], Daniel Muellner [ctb], Gurjeet Singh [ctb]

MapperAlgo_1.0.1.tar.gz
MapperAlgo_1.0.1.tar.gz(r-4.5-noble)MapperAlgo_1.0.1.tar.gz(r-4.4-noble)
MapperAlgo_1.0.1.tgz(r-4.4-emscripten)MapperAlgo_1.0.1.tgz(r-4.3-emscripten)
MapperAlgo.pdf |MapperAlgo.html
MapperAlgo/json (API)

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

Peer review:

Bug tracker:https://github.com/kennywang112/mapperalgo/issues

2.00 score 1 stars 1 scripts 130 downloads 10 exports 0 dependencies

Last updated 18 days agofrom:9ff4687bec. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKDec 09 2024
R-4.5-linuxOKDec 09 2024

Exports:cluster_cutoff_at_first_empty_bincover_pointsfind_best_k_for_kmeansMapperAlgomapperEdgesmapperVerticesperform_clusteringsimplcial_complexto_lsfito_lsmi

Dependencies: