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Search results for python node embedding

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26 search results found

Pytorch_geometric_temporal ⭐ 2,386

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Karateclub ⭐ 1,950

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Graph2vec ⭐ 791

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Littleballoffur ⭐ 651

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Splitter ⭐ 203

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Role2vec ⭐ 157

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Walklets ⭐ 96

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Boostedfactorization ⭐ 31

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)

Ethereum Privacy ⭐ 28

Profiling and Deanonymizing Ethereum Users

Walk Transformer ⭐ 24

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

Variational Graph Recurrent Neural Networks - PyTorch

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)

Orbitalfeatures ⭐ 13

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Hullcoverconditionedunitdiskgraph ⭐ 8

A generator for unit disk graphs conditioned on concave hull cover.

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