Finding correspondence via maximum cliques in large graphs

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cliquematch

Finding correspondence via maximum cliques in large graphs

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The cliquematch package aims to do two specific things:

  1. Find a maximum clique in large sparse undirected graphs, as quickly and efficiently as possible. (cliquematch uses C++ internally to implement a really fast maximum clique algorithm).

  2. Construct large sparse undirected graphs in-memory for the various applications of the maximum clique problem.

Licensed under MIT License. View the documentation at https://cliquematch.readthedocs.io

Installation Instructions

Installing from a wheel

PyPI wheels are available for Linux and Windows. MacOS builds are tested but wheels are not provided.

pip install cliquematch

Installing from source

  1. cliquematch requires pybind11 (v2.2 or newer) for its setup:
pip3 install pybind11

  1. cliquematch requires Eigen (v3.3.7 or newer) as part of its setup.

    • You can clone the repo via git clone --recursive to get Eigen.
    • If you already have an existing version of Eigen, or have downloaded it separately, set the EIGEN_DIR environment variable to the folder containing Eigen before compilation.

  2. A C++11 compatible compiler must be available for the installation:

    • On Linux, gcc is called with --std=c++11 (builds with gcc 4.8.2 for manylinux1 wheels).
    • On Windows, Visual Studio 2015 Update 3 (MSVC 14.0 runtime) or later is needed.
    • Note: Installing under Windows+MinGW has not been tested.

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3.0.1

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