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The Top 23 Graph Embedding Open Source Projects

Open source projects categorized as Graph Embedding
Categories > Graph Embedding
Awesome Graph Classification ⭐ 4,703
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit a year ago
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19most recent commit a month ago
Euler ⭐ 2,846
A distributed graph deep learning framework.
total releases 2most recent commit 10 months ago
Graphembedding ⭐ 2,834
Implementation and experiments of graph embedding algorithms.
most recent commit 2 years ago
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14most recent commit 9 months ago
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107most recent commit 8 months agopypi karateclub} Downloads
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17most recent commit 3 months agopypi cogdl} Downloads
Gem ⭐ 1,210
most recent commit 2 years ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit 2 years ago
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27most recent commit 10 months ago
Awesome Deep Graph Clustering ⭐ 626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
total releases 5most recent commit 3 months ago
Simgnn ⭐ 540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit a year ago
Datasets ⭐ 521
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit a year ago
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20most recent commit 10 months agopypi pymde} Downloads
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 2 years ago
Awesome Deep Community Detection ⭐ 397
Deep and conventional community detection related papers, implementations, datasets, and tools.
most recent commit 4 months ago
Paperlist For Recommender Systems ⭐ 334
Recommender Systems Paperlist that I am interested in
most recent commit 3 years ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit a year ago
Sgcn ⭐ 253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
most recent commit a year ago
Gemsec ⭐ 234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
most recent commit a year ago
The 6 Most Depended On Graph Embedding Open Source Projects
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19latest release November 03, 2023most recent commit a month ago
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20latest release November 20, 2022most recent commit 10 months agopypi pymde} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17latest release June 01, 2022most recent commit 3 months agopypi cogdl} Downloads
Watset Java ⭐ 29
An implementation of the Watset clustering algorithm in Java.
dependent packages 1total releases 18latest release December 09, 2022most recent commit a year ago
The 10 Latest Releases In Graph Embedding Open Source Projects
Alink ⭐ 3,479
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
dependent packages 16total releases 19latest release November 03, 2023most recent commit a month ago
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14latest release July 12, 2023most recent commit 9 months ago
Watset Java ⭐ 29
An implementation of the Watset clustering algorithm in Java.
dependent packages 1total releases 18latest release December 09, 2022most recent commit a year ago
Pymde ⭐ 480
Minimum-distortion embedding with PyTorch
dependent packages 6total releases 20latest release November 20, 2022most recent commit 10 months agopypi pymde} Downloads
Karateclub ⭐ 1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 4total releases 107latest release October 22, 2022most recent commit 8 months agopypi karateclub} Downloads
Pytorch_geometric_temporal ⭐ 2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 4total releases 46latest release September 04, 2022most recent commit 3 months agopypi torch-geometric-temporal} Downloads
Littleballoffur ⭐ 651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 27latest release August 15, 2022most recent commit 10 months ago
Evalne ⭐ 91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
total releases 6latest release July 04, 2022most recent commit a year ago
Cogdl ⭐ 1,671
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
dependent packages 1total releases 17latest release June 01, 2022most recent commit 3 months agopypi cogdl} Downloads
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