Global Weisfeiler-Lehman Kernels

Source code for our IEEE ICDM 2017 paper "Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs".

Compile

Using cmake you can simply type cmake cmake-build-debug, otherwise (using gcc)

$ g++ main.cpp src/*.h src/*.cpp -std=c++11 -o wlglobal -O2

In order to compile, you need a recent version of Eigen 3 installed on your system.

Usage

You can select the kernel and parameters in main.cpp.

More Data Sets

See Benchmark Data Sets for Graph Kernels for more data sets.

Terms and conditions

Please feel free to use our code. We only ask that you cite:

@inproceedings{Morris+2017,
    title={Glocalized Weisfeiler-Lehman Graph Kernels: Global-Local Feature Maps of Graphs},
    author={Christopher Morris and Kristian Kersting and Petra Mutzel},
    booktitle={IEEE International Conference on Data Mining (ICDM), 2017},
    pages={},
    year={2017}
}

Contact Information

If you have any questions, send an email to Christopher Morris (christopher.morris at udo.edu).