Role2vec Alternatives

A scalable Gensim implementation of \"Learning Role-based Graph Embeddings\" (IJCAI 2018).
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Alternatives To benedekrozemberczki/role2vec
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
phanein/deepwalk 2,561 7 0 almost 3 years ago 4 April 29, 2018 46 other Python
DeepWalk - Deep Learning for Graphs
benedekrozemberczki/GEMSEC 234 0 0 over 3 years ago 0 0 gpl-3.0 Python
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
benedekrozemberczki/Splitter 203 0 0 almost 3 years ago 0 1 gpl-3.0 Python
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
benedekrozemberczki/role2vec 157 0 0 over 3 years ago 0 0 gpl-3.0 Python
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
benedekrozemberczki/diff2vec 116 0 0 over 3 years ago 0 0 gpl-3.0 Python
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
benedekrozemberczki/RolX 56 0 0 over 3 years ago 0 0 gpl-3.0 Python
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
benedekrozemberczki/GraRep 54 0 0 over 3 years ago 0 1 gpl-3.0 Python
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
MLDroid/subgraph2vec_gensim 36 0 0 almost 9 years ago 0 1 Python
Contains the code (and working vm setup) for our KDD MLG 2016 paper titled: "subgraph2vec: Learning Distributed Representations of Rooted Sub-graphs from Large Graphs"
leichaocn/graph_representation_learning 14 0 0 over 6 years ago 0 1 Python
tpimentelms/nbne 11 0 0 almost 7 years ago 0 0 mit Python
Code to use Neighbor Based Node Embeddings (NBNE) method to create representations to nodes in a graph.
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