Project Name	Stars	Repos Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Deepwalk	2,561	7	10 months ago	4	April 29, 2018	46	other	Python
DeepWalk - Deep Learning for Graphs
Gemsec	234		a year ago				gpl-3.0	Python
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Splitter	203		10 months ago			1	gpl-3.0	Python
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Role2vec	157		a year ago				gpl-3.0	Python
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Diff2vec	116		a year ago				gpl-3.0	Python
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Rolx	56		a year ago				gpl-3.0	Python
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Grarep	54		a year ago			1	gpl-3.0	Python
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Subgraph2vec_gensim	36		7 years ago			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"
Graph_representation_learning	14		4 years ago			1		Python

Nbne	11		5 years ago				mit	Python
Code to use Neighbor Based Node Embeddings (NBNE) method to create representations to nodes in a graph.

Alternatives To Role2vec

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Deepwalk ⭐ 2,561

DeepWalk - Deep Learning for Graphs

total releases 4most recent commit 10 months ago

Gemsec ⭐ 234

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

most recent commit a year ago

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

most recent commit 10 months ago

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

most recent commit a year ago

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

most recent commit a year ago

Rolx ⭐ 56

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

most recent commit a year ago

Grarep ⭐ 54

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

most recent commit a year ago

Subgraph2vec_gensim ⭐ 36

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"

most recent commit 7 years ago

Graph_representation_learning ⭐ 14

most recent commit 4 years ago

Nbne ⭐ 11

Code to use Neighbor Based Node Embeddings (NBNE) method to create representations to nodes in a graph.

most recent commit 5 years ago

Suggest An Alternative To role2vec

Alternative Project Comparisons

Role2vec vs Subgraph2vec_gensim

Role2vec vs Graph_representation_learning

Role2vec vs Nbne

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