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The Top 23 Python Graph Embedding Open Source Projects

Open source projects categorized as Python Graph Embedding
Categories > Graph Embedding
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 10 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 9 months agopypi karateclub} 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 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
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
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit 2 years 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 2 years ago
Splitter ⭐ 203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit a year ago
Seal Ci ⭐ 201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
most recent commit 2 years ago
Graphwavemachine ⭐ 171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
most recent commit a year ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit 2 years ago
Graphembeddingrecommendationsystem ⭐ 126
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
most recent commit 6 years ago
Zincbase ⭐ 124
A state of the art knowledge base
total releases 37most recent commit 4 years ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 2 years ago
Edmot ⭐ 122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
most recent commit 2 years ago
The 3 Most Depended On Python Graph Embedding Open Source Projects
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 9 months agopypi karateclub} Downloads
The 10 Latest Releases In Python Graph Embedding Open Source Projects
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14latest release July 12, 2023most recent commit 10 months 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 9 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
Bluegraph ⭐ 26
Python framework for graph analytics and co-occurrence analysis
total releases 6latest release April 07, 2022most recent commit 7 months ago
Zincbase ⭐ 124
A state of the art knowledge base
total releases 37latest release March 25, 2020most recent commit 4 years ago
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