Package: birankr 1.0.1
birankr: Ranking Nodes in Bipartite and Weighted Networks
Highly efficient functions for estimating various rank (centrality) measures of nodes in bipartite graphs (two-mode networks). Includes methods for estimating HITS, CoHITS, BGRM, and BiRank with implementation primarily inspired by He et al. (2016) <doi:10.1109/TKDE.2016.2611584>. Also provides easy-to-use tools for efficiently estimating PageRank in one-mode graphs, incorporating or removing edge-weights during rank estimation, projecting two-mode graphs to one-mode, and for converting edgelists and matrices to sparseMatrix format. Best of all, the package's rank estimators can work directly with common formats of network data including edgelists (class data.frame, data.table, or tbl_df) and adjacency matrices (class matrix or dgCMatrix).
Authors:
birankr_1.0.1.tar.gz
birankr_1.0.1.zip(r-4.5)birankr_1.0.1.zip(r-4.4)birankr_1.0.1.zip(r-4.3)
birankr_1.0.1.tgz(r-4.4-any)birankr_1.0.1.tgz(r-4.3-any)
birankr_1.0.1.tar.gz(r-4.5-noble)birankr_1.0.1.tar.gz(r-4.4-noble)
birankr_1.0.1.tgz(r-4.4-emscripten)birankr_1.0.1.tgz(r-4.3-emscripten)
birankr.pdf |birankr.html✨
birankr/json (API)
| # Install 'birankr' in R: |
| install.packages('birankr', repos = c('https://brianaronson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/brianaronson/birankr/issues
Last updated 3 years agofrom:498747303d. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 05 2024 |
| R-4.5-win | WARNING | Nov 05 2024 |
| R-4.5-linux | WARNING | Nov 05 2024 |
| R-4.4-win | WARNING | Nov 05 2024 |
| R-4.4-mac | WARNING | Nov 05 2024 |
| R-4.3-win | WARNING | Nov 05 2024 |
| R-4.3-mac | WARNING | Nov 05 2024 |
Exports:bipartite_rankbr_bgrmbr_birankbr_cohitsbr_hitspagerankproject_to_one_modesparsematrix_from_edgelistsparsematrix_from_matrixsparsematrix_rm_weights
Dependencies:data.tablelatticeMatrix
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bipartite Ranks | bipartite_rank |
| BiRanks | br_birank |
| HITS Ranks | br_hits |
| Estimate PageRank | pagerank |
| Create a one-mode projection of a two mode graph | project_to_one_mode |
| Convert edge list to sparse matrix | sparsematrix_from_edgelist |
| Convert matrix to sparse matrix | sparsematrix_from_matrix |
| Remove sparse matrix edge weights | sparsematrix_rm_weights |
