Package: graphkernels 1.6.1

graphkernels: Graph Kernels

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).

Authors: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]

graphkernels_1.6.1.tar.gz
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graphkernels.pdf |graphkernels.html✨
graphkernels/json (API)

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19 exports 0.00 score 13 dependencies 47 scripts 303 downloads

Last updated 3 years agofrom:447177f443. Checks:OK: 1 NOTE: 8. Indexed: yes.

Exports:CalculateConnectedGraphletKernelCalculateEdgeHistGaussKernelCalculateEdgeHistKernelCalculateExponentialRandomWalkKernelCalculateGeometricRandomWalkKernelCalculateGraphletKernelCalculateGraphletKernelCppCalculateKernelCppCalculateKStepRandomWalkKernelCalculateShortestPathKernelCalculateVertexEdgeHistGaussKernelCalculateVertexEdgeHistKernelCalculateVertexHistGaussKernelCalculateVertexHistKernelCalculateVertexVertexEdgeHistKernelCalculateWLKernelGetGraphInfographkernels_CalculateGraphletKernelCppgraphkernels_CalculateKernelCpp

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigRcppRcppEigenrlangvctrs