Karate Club a Python library for graph representation learningby@benitorosenberg
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Karate Club a Python library for graph representation learning

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Karate Club is an unsupervised machine learning extension library for the NetworkX Python package. It provides network embedding techniques at the node and graph level. It includes a variety of overlapping and non-overlapping community detection methods. It is a Swiss Army knife for small-scale graph mining research. It makes the use of modern community detection techniques quite easy (see here for the accompanying tutorial). The code snippet below uses an overlapping community detection algorithm on a synthetic graph. In this section we discuss these ideas and their apparent advantages with appropriate illustrative examples in great detail.

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Benedek Rozemberczki HackerNoon profile picture

@benitorosenberg

Benedek Rozemberczki

PhD candidate at The University of Edinburgh working on machine learning


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