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The Top 23 Node Embedding Open Source Projects

Open source projects categorized as Node Embedding
Categories > Node Embedding
Awesome Graph Classification ⭐ 4,565
A collection of important graph embedding, classification and representation learning papers with implementations.
most recent commit 9 days ago
Pytorch_geometric_temporal ⭐ 1,983
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
dependent packages 2total releases 46most recent commit 5 days agopypi torch-geometric-temporal} Downloads
Karateclub ⭐ 1,853
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106most recent commit a day agopypi karateclub} Downloads
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit 5 months ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit a year ago
Littleballoffur ⭐ 621
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 25most recent commit 2 months ago
Datasets ⭐ 508
A repository of pretty cool datasets that I collected for network science and machine learning research.
most recent commit 13 days ago
Graph Transformer ⭐ 408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
most recent commit 7 months ago
Appnp ⭐ 322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
most recent commit 5 months ago
Splitter ⭐ 200
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
most recent commit 5 months ago
Danmf ⭐ 187
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
most recent commit 9 days ago
Role2vec ⭐ 157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
most recent commit 5 months ago
Musae ⭐ 122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
most recent commit 6 months ago
Diff2vec ⭐ 116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
most recent commit 5 months ago
Walklets ⭐ 96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
most recent commit 9 days ago
Tigerlily ⭐ 90
TigerLily: Finding drug interactions in silico with the Graph.
most recent commit 3 months ago
Dmgi ⭐ 77
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
most recent commit 2 years ago
Asne ⭐ 76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
most recent commit 5 months ago
Tene ⭐ 71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
most recent commit 6 months ago
Sine ⭐ 69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
most recent commit 9 days ago
Rolx ⭐ 56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
most recent commit 5 months ago
Grarep ⭐ 54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
most recent commit 5 months ago
Regal ⭐ 54
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
most recent commit 2 years ago
The 2 Most Depended On Node Embedding Open Source Projects
Karateclub ⭐ 1,853
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106latest release June 04, 2022most recent commit a day agopypi karateclub} Downloads
The 4 Latest Releases In Node Embedding Open Source Projects
Karateclub ⭐ 1,853
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
dependent packages 3total releases 106latest release June 04, 2022most recent commit a day agopypi karateclub} Downloads
Littleballoffur ⭐ 621
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
total releases 25latest release January 22, 2022most recent commit 2 months ago
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