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A fast C++ implementation for computing various graph kernels including (1) simple kernels between vertex and/or edge label histograms, (2) graphlet kernels, (3) random walk kernels (popular baselines), and (4) the Weisfeiler-Lehman graph kernel (state-of-the-art).
| Version: | 1.6.1 |
| Depends: | igraph (≥ 1.1.2) |
| Imports: | Rcpp (≥ 0.12.9) |
| LinkingTo: | Rcpp, RcppEigen |
| Published: | 2021-12-20 |
| DOI: | 10.32614/CRAN.package.graphkernels |
| Author: | Mahito Sugiyama [aut, cre], The development of the graphkernels open access software package was financially supported by the Horizon 2020/CDS-QUAMRI/634541 project. This support is gratefully acknowledged. [fnd] |
| Maintainer: | Mahito Sugiyama <mahito at nii.ac.jp> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | yes |
| CRAN checks: | graphkernels results |
| Reference manual: | graphkernels.pdf |
| Package source: | graphkernels_1.6.1.tar.gz |
| Windows binaries: | r-devel: graphkernels_1.6.1.zip, r-release: graphkernels_1.6.1.zip, r-oldrel: graphkernels_1.6.1.zip |
| macOS binaries: | r-release (arm64): graphkernels_1.6.1.tgz, r-oldrel (arm64): graphkernels_1.6.1.tgz, r-release (x86_64): graphkernels_1.6.1.tgz, r-oldrel (x86_64): graphkernels_1.6.1.tgz |
| Old sources: | graphkernels archive |
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