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Graph Embeddings

4 projects

Showing 4 of 4 projects

Awesome graph classification
Awesome graph classificationPython

A curated collection of graph classification papers with implementations covering embeddings, deep learning, kernels, and factorization.

#graph-neural-networks#graph2vec#research-papers
Stars4.8k
Forks728
Last commit3 years ago
PyTorch-BigGraph
PyTorch-BigGraphPython

A distributed system for learning graph embeddings from large-scale graphs with billions of entities and trillions of edges.

#negative-sampling#entity-embeddings#knowledge-graphs
Stars3.5k
Forks454
Last commit2 years ago
Awesome Network Embedding
Awesome Network Embedding

A curated list of network embedding techniques, including papers, implementations, and related resources for graph representation learning.

#graph-neural-networks#knowledge-graphs#research-papers
Stars2.6k
Forks496
Last commit5 years ago
Karate Club - An unsupervised machine learning library for graph structured data
Karate Club - An unsupervised machine learning library for graph structured dataPython

An API-oriented Python framework for unsupervised learning on graphs, featuring node/graph embeddings and community detection.

#deepwalk#networkx#python-library
Stars2.3k
Forks257
Last commit1 year ago

Related Tags

#Machine Learning4
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