Package: mappeR 2.4.0
George Clare Kennedy
mappeR: Construct Mapper Graphs for Topological and Exploratory Data Analysis
Topological data analysis (TDA) is a method of data analysis that uses techniques from topology to analyze high-dimensional data. Here we implement Mapper, an algorithm from this area developed by Singh, Mémoli and Carlsson (2007) which generalizes the concept of a Reeb graph <https://en.wikipedia.org/wiki/Reeb_graph>.
Authors:
mappeR_2.4.0.tar.gz
mappeR_2.4.0.zip(r-4.7)mappeR_2.4.0.zip(r-4.6)mappeR_2.4.0.zip(r-4.5)
mappeR_2.4.0.tgz(r-4.6-any)mappeR_2.4.0.tgz(r-4.5-any)
mappeR_2.4.0.tar.gz(r-4.7-any)mappeR_2.4.0.tar.gz(r-4.6-any)
mappeR_2.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mappeR/json (API)
NEWS
| # Install 'mappeR' in R: |
| install.packages('mappeR', repos = c('https://uiowa-applied-topology.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/uiowa-applied-topology/mapper/issues
Last updated from:3fcb69a1b9. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 131 | ||
| source / vignettes | OK | 150 | ||
| linux-release-x86_64 | OK | 97 | ||
| macos-release-arm64 | OK | 139 | ||
| macos-oldrel-arm64 | OK | 149 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 81 | ||
| windows-oldrel | OK | 116 | ||
| wasm-release | OK | 106 |
Exports:create_1D_mapper_objectcreate_ball_mapper_objectcreate_ballscreate_clusterball_mapper_objectcreate_mapper_objectcreate_width_balanced_covereccentricity_filterglobal_hierarchical_clustererlocal_hierarchical_clusterer
Dependencies:fastcluster
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| One-Dimensional Mapper | create_1D_mapper_object |
| Ball Mapper | create_ball_mapper_object |
| Greedy Baller | create_balls |
| ClusterBall Mapper | create_clusterball_mapper_object |
| Mapper | create_mapper_object |
| Width-Balanced Cover Maker | create_width_balanced_cover |
| Eccentric Lens | eccentricity_filter |
| Global Longevity Clusterer | global_hierarchical_clusterer |
| Local Longevity Clusterer | local_hierarchical_clusterer |
