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22 search results found

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)

Datasets ⭐ 521

A repository of pretty cool datasets that I collected for network science and machine learning research.

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).

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).

Tigerlily ⭐ 90

TigerLily: Finding drug interactions in silico with the Graph.

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)

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).

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

Resolutions 2019 ⭐ 16

A list of data mining and machine learning papers that I implemented in 2019.

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.

Graphical Neural Network ⭐ 6

CS224W: Graph Embedding, GNNs, Recommendation Systems, and applications.

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