adjoin: Constructing Adjacency Matrices Based on Spatial and Feature Similarity
Constructs sparse adjacency matrices from spatial coordinates, feature measurements, class labels, and temporal indices. Supports nearest-neighbor graphs, heat-kernel weights, graph Laplacians, diffusion operators, and bilateral smoothers for graph-based data analysis, following spectral graph methods in von Luxburg (2007) <doi:10.1007/s11222-007-9033-z>, diffusion maps in Coifman and Lafon (2006) <doi:10.1016/j.acha.2006.04.006>, and bilateral filtering in Tomasi and Manduchi (1998) <doi:10.1109/ICCV.1998.710815>.
| Version: | 0.1.0 |
| Depends: | R (≥ 4.0.0) |
| Imports: | Rcpp (≥ 0.11.3), Matrix, assertthat, Rnanoflann, chk, RSpectra, igraph, parallel, stats, methods, utils, mgcv, proxy, corpcor |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0), RcppHNSW (≥ 0.6.0), knitr, rmarkdown, furrr, crayon, ggplot2 |
| Published: | 2026-04-21 |
| DOI: | 10.32614/CRAN.package.adjoin |
| Author: | Bradley R. Buchsbaum
 [aut, cre] |
| Maintainer: | Bradley R. Buchsbaum <brad.buchsbaum at gmail.com> |
| BugReports: | https://github.com/bbuchsbaum/adjoin/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/bbuchsbaum/adjoin |
| NeedsCompilation: | yes |
| Citation: | adjoin citation info |
| Materials: | README, NEWS |
| CRAN checks: | adjoin results |
Documentation:
| Reference manual: | adjoin.html , adjoin.pdf |
| Vignettes: |
Getting Started with adjoin (source, R code) Spatial Neighbor Graphs (source, R code) |
Downloads:
| Package source: | adjoin_0.1.0.tar.gz |
| Windows binaries: | r-release: adjoin_0.1.0.zip, r-oldrel: adjoin_0.1.0.zip |
| macOS binaries: | r-release (arm64): adjoin_0.1.0.tgz, r-oldrel (arm64): adjoin_0.1.0.tgz, r-release (x86_64): adjoin_0.1.0.tgz, r-oldrel (x86_64): adjoin_0.1.0.tgz |
Linking:
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