Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Awesome Network Embedding	2,218		4 years ago			3
A curated list of network embedding techniques.
Ampligraph	1,963		a year ago	14	July 12, 2023	31	apache-2.0	Python
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Graphvite	831	1	3 years ago	1	March 22, 2022	24	apache-2.0	C++
GraphVite: A General and High-performance Graph Embedding System
Pykg2vec	294		3 years ago	26	December 23, 2020	14	mit	Python
Python library for knowledge graph embedding and representation learning.
Representation Learning On Heterogeneous Graph	178		4 years ago			1
Representation-Learning-on-Heterogeneous-Graph
Dkrl	177		5 years ago			23		C++
Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)
Role2vec	157		2 years ago				gpl-3.0	Python
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Gnn Lspe	114		2 years ago				mit	Python
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
Pytorch Agnn	94		7 years ago			1	mit	Python
Pytorch implementation of the Attention-based Graph Neural Network(AGNN)
Evalne	91		2 years ago	6	July 04, 2022		mit	Python
Source code for EvalNE, a Python library for evaluating Network Embedding methods.

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Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

most recent commit 4 years ago

Ampligraph ⭐ 1,963

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Graphvite ⭐ 831

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Pykg2vec ⭐ 294

Python library for knowledge graph embedding and representation learning.

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Representation Learning On Heterogeneous Graph ⭐ 178

Representation-Learning-on-Heterogeneous-Graph

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Dkrl ⭐ 177

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Role2vec ⭐ 157

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Gnn Lspe ⭐ 114

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Pytorch Agnn ⭐ 94

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Evalne ⭐ 91

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

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Higcn vs Gnn Lspe

Higcn vs Pytorch Agnn

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