From c041ba4117b9f3ed8137f7a32bf2b6bbf111b108 Mon Sep 17 00:00:00 2001 From: Benedek Rozemberczki Date: Sat, 25 Jan 2020 21:27:10 +0000 Subject: [PATCH] Add Karate Club Karate Club is an unsupervised machine learning extension library for NetworkX. Karate Club consists of state-of-the-art methods to do unsupervised learning on graph structured data. To put it simply it is a Swiss Army knife for small-scale graph mining research. First, it provides network embedding techniques at the node and graph level. Second, it includes a variety of overlapping and non-overlapping community detection methods. Implemented methods cover a wide range of network science (NetSci, Complenet), data mining (ICDM, CIKM, KDD), artificial intelligence (AAAI, IJCAI) and machine learning (NeurIPS, ICML, ICLR) conferences, workshops, and pieces from prominent journals. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af3a6278..3768627e 100644 --- a/README.md +++ b/README.md @@ -961,6 +961,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. +* [Karate Club](https://github.com/benedekrozemberczki/karateclub) - Unsupervised machine learning toolbox for graph structured data. * [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python.