https://github.com/shenweichen/graphembedding

Implementation and experiments of graph embedding algorithms.

deepwalk graph graphembedding line node2vec sdne struc2vec

Last synced: 12 Apr 2025

https://github.com/shenweichen/GraphEmbedding

Implementation and experiments of graph embedding algorithms.

deepwalk graph graphembedding line node2vec sdne struc2vec

Last synced: 26 Mar 2025

https://github.com/alibaba/euler

A distributed graph deep learning framework.

deep-learning gcn ggnn graph graph-convolutional-networks graph-embedding graph-learning graph-neural-networks graphsage network-embedding node2vec random-walk

Last synced: 05 Oct 2025

https://github.com/benedekrozemberczki/karateclub

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

2vec community-detection deepwalk gcn graph-clustering graph-embedding graph2vec label-propagation louvain machine-learning network-embedding network-science networkx networkx-graph node-embedding node2vec scikit sklearn supervised-learning unsupervised-learning

Last synced: 14 May 2025

https://github.com/benedekrozemberczki/capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsgnn capsule-network capsule-neural-networks convolution deep-learning deepwalk gnn graph-attention-model graph-attention-networks graph-classification graph-convolution graph-neural-network machine-learning node2vec pytorch research sklearn struc2vec tensorflow

Last synced: 16 May 2025

https://github.com/benedekrozemberczki/CapsGNN

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

capsgnn capsule-network capsule-neural-networks convolution deep-learning deepwalk gnn graph-attention-model graph-attention-networks graph-classification graph-convolution graph-neural-network machine-learning node2vec pytorch research sklearn struc2vec tensorflow

Last synced: 27 Mar 2025

https://github.com/benedekrozemberczki/graph2vec

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

deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec

Last synced: 04 Apr 2025

https://github.com/benedekrozemberczki/clustergcn

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

clustering community-detection deep-learning deepwalk diff2vec gcn gemsec graph-clustering graph-convolution graph-convolutional-networks graph-neural-networks graph2vec graphsage louvain metis musae neural-network node-classification node2vec pytorch

Last synced: 04 Apr 2025

https://github.com/benedekrozemberczki/ClusterGCN

A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).

clustering community-detection deep-learning deepwalk diff2vec gcn gemsec graph-clustering graph-convolution graph-convolutional-networks graph-neural-networks graph2vec graphsage louvain metis musae neural-network node-classification node2vec pytorch

Last synced: 01 May 2025

https://github.com/benedekrozemberczki/datasets

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

benchmark community-detection data-science dataset deepwalk dimensionality-reduction gcn gnn graph-convolution graph-embedding graph-neural-network graph2vec link-prediction machine-learning network-analysis network-embedding network-science node-classification node-embedding node2vec

Last synced: 05 Sep 2025

https://github.com/benedekrozemberczki/graphwaveletneuralnetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

convolutional-neural-networks deep-learning deepwalk gcn gpt2 gpt3 graph-convolution graph-convolutional-network graph-neural-networks graph-representation graphsage gwnn iclr machine-learning node2vec pytorch research sklearn tensorflow transformer

Last synced: 05 Apr 2025

https://github.com/benedekrozemberczki/GraphWaveletNeuralNetwork

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

convolutional-neural-networks deep-learning deepwalk gcn gpt2 gpt3 graph-convolution graph-convolutional-network graph-neural-networks graph-representation graphsage gwnn iclr machine-learning node2vec pytorch research sklearn tensorflow transformer

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/MixHop-and-N-GCN

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

convolutional convolutional-layers convolutional-neural-networks deep-learning deepwalk gcn graph-attention graph-attention-networks graph-convolution graph-representation-learning machine-learning mixhop multi-scale ngcn node2vec pytorch pytorch-cnn tensorflow walklet walklets

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/mixhop-and-n-gcn

An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).

convolutional convolutional-layers convolutional-neural-networks deep-learning deepwalk gcn graph-attention graph-attention-networks graph-convolution graph-representation-learning machine-learning mixhop multi-scale ngcn node2vec pytorch pytorch-cnn tensorflow walklet walklets

Last synced: 06 Apr 2025

https://github.com/benedekrozemberczki/appnp

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

appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research

Last synced: 07 Apr 2025

https://github.com/benedekrozemberczki/APPNP

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

appnp attention deep-learning deep-neural-networks deepwalk gcn graph-attention graph-classification graph-convolutional-neural-networks graph-embedding graph-neural-network iclr machine-learning network-embedding node-embedding node2vec pagerank ppnp pytorch research

Last synced: 17 Apr 2025

https://github.com/lucashu1/link-prediction

Representation learning for link prediction within social networks

autoencoder graph-algorithms link-prediction networkx node2vec representation-learning social-network

Last synced: 04 Apr 2025

https://github.com/benedekrozemberczki/AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec

Last synced: 03 Apr 2025

https://github.com/benedekrozemberczki/attentionwalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec

Last synced: 07 Apr 2025

https://github.com/benedekrozemberczki/sgcn

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer

Last synced: 08 Apr 2025

https://github.com/benedekrozemberczki/SGCN

A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

deep-learning deepwalk gcn gpt2 gpt3 graph-attention graph-convolution graph-embedding graph-neural-networks graphsage machine-learning network-embedding neural-network node-classification node2vec pytorch pytorch-geometric sgcn signed-network transformer

Last synced: 01 Apr 2025

https://github.com/benedekrozemberczki/gam

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning

Last synced: 09 Apr 2025

https://github.com/benedekrozemberczki/GAM

A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018).

attention deep-reinforcement-learning deepwalk gcn graph-attention graph-classification graph-convolution graph2vec graphsage machine-learning neural-networks node2vec pytorch reinforcement-agent reinforcement-learning sklearn structural-attention transfer-learning

Last synced: 27 Mar 2025

https://github.com/benedekrozemberczki/gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 09 Apr 2025

https://github.com/benedekrozemberczki/GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 27 Mar 2025

https://github.com/xiangyue9607/BioNEV

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

biomedical-graphs biomedical-networks deepwalk gae graph-embedding graph-embedding-methods graph-embeddings-evaluation graph-factorization line-embedding link-prediction matrix-factorization network-embedding node-classification node2vec sdne struc2vec

Last synced: 01 May 2025

https://github.com/benedekrozemberczki/splitter

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

clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec

Last synced: 07 May 2025

https://github.com/benedekrozemberczki/Splitter

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

clustering community-detection deep-learning deep-neural-network deepwalk ego-splitting factorization gensim graph-embedding graph-neural-network graph-representation-learning implicit-factorization machine-learning network-embedding node-embedding node2vec overlapping-community-detection pytorch word-vector word2vec

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/seal-ci

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow

Last synced: 06 May 2025

https://github.com/benedekrozemberczki/SEAL-CI

A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

active-learning active-learning-module deep-learning deep-learning-algorithms deepwalk gcn gnn graph-classification graph-convolution graph-convolutional-networks graph-embedding graph-neural-network graph-neural-networks graph-representation-learning machine-learning-algorithms network-embedding node-classification node2vec pytorch tensorflow

Last synced: 27 Mar 2025

https://github.com/benedekrozemberczki/danmf

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

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 06 May 2025

https://github.com/benedekrozemberczki/DANMF

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

autoencoder cikm clustering community-detection coordinate-descent danmf data-science deep-learning deepwalk dimensionality-reduction embedding gemsec machine-learning mnmf nmf node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 27 Mar 2025

https://github.com/xptree/netmf

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis

Last synced: 17 Jul 2025

https://github.com/xptree/NetMF

Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec

deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis

Last synced: 01 May 2025

https://github.com/benedekrozemberczki/GraphWaveMachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec

Last synced: 29 Apr 2025

https://github.com/benedekrozemberczki/graphwavemachine

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

diffusion embedding factorization graph-embedding graph-wavelet graphwave heat-kernel kdd laplacian machine-learning node2vec refex rolx spectral struc2vec structural-embedding structural-role unsupervised-learning wavelet word2vec

Last synced: 20 Aug 2025

https://github.com/benedekrozemberczki/musae

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

aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/role2vec

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

deep-learning deepwalk gensim graph-embedding graph-neural-network graph-wavelet implicit-factorization machine-learning network-embedding network-science node-embedding node2vec pytorch representation-learning research sklearn struc2vec tensorflow weisfeiler-lehman word2vec

Last synced: 07 Jul 2025

https://github.com/benedekrozemberczki/MUSAE

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

aane asne asonam attributed-embedding deep-learning deepwalk embedding gemsec gensim graph-embedding graph-neural-network implicit-factorization musae network-analysis network-embedding node-embedding node2vec tadw walklets word2vec

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/edmot

An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)

community-detection deep-learning deepwalk gcn gemsec gnn graph-algorithm graph-clustering graph-deco graph-embedding graph-motif graph-partitioning graph2vec igraph louvain motif network-embedding network-motif networkx node2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/diff2vec

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

complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 27 Mar 2025

https://github.com/benedekrozemberczki/m-nmf

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/walklets

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

deep-learning deepwalk dimensionality-reduction dont-walk-skip edge-prediction embedding gensim graph-convolution graph-embedding graph-mining graph-neural-networks graphlet machine-learning multiscale node-classification node-embedding node2vec walklet word-embedding word2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/bane

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec

Last synced: 01 Aug 2025

https://github.com/benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

bane deepwalk diff2vec dimensionality-reduction embedding factorization fscnmf gemsec graph graph2vec icdm lane line musae node node2vec svd tadw tridnr word2vec

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/asne

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

2vec aane asne attributed attributed-embedding data-science deepwalk diff2vec dimensionality-reduction embedding factorization feature-extraction gemsec graph-embedding network-embedding node-embedding node2vec representation-learning tensorflow word2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/TENE

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

asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/tene

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

asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/SINE

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

aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/sine

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

aane asne deep-learning deepwalk dimensionality-reduction gensim graph-embedding grarep machine-learning network-embedding networkx node-embedding node2vec pytorch sklearn tadw tensorflow torch unsupervised-learning walklets

Last synced: 13 Oct 2025

https://github.com/benedekrozemberczki/rolx

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

deep-learning deepwalk embedding factorization gensim graph-embedding graph-mining implicit-factorization machine-learning matrix-factorization node-embedding node2vec refex rolx semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec

Last synced: 13 Oct 2025

https://github.com/benedekrozemberczki/grarep

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

aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/GraRep

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

aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec

Last synced: 09 Jul 2025

https://github.com/benedekrozemberczki/spatiotemporal_datasets

Spatiotemporal datasets collected for network science, deep learning and general machine learning research.

analytics benchmark data-science dataset deep-learning deepwalk epidemiology gcn gnn machine-learning node2vec pytorch pytorch-geometric spatial-analysis spatial-data spatial-data-analysis time-series time-series-analysis vector-autoregression

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/FEATHER

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

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/feather

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

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/nmfadmm

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

admm beta-divergence deepwalk embedding factorization feature-extraction lda matrix-factorization nmf node2vec optimization pca principal-component-analysis principal-components sparse-matrix topic-modeling unsupervised-learning unsupervised-machine-learning word-embedding word2vec

Last synced: 27 Jul 2025

https://github.com/benedekrozemberczki/boostedfactorization

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

boostedne boosting boosting-machine data-mining deepwalk dimensionality-reduction factorization-machine gradient-boosting gradient-boosting-machine l-ensnmf machine-learning matrix-factorization network-embedding nmf nmf-decomposition node-embedding node2vec sklearn unsupervised-learning word2vec

Last synced: 21 Aug 2025

https://github.com/jihyeonseong/esg-ai-investment-by-streamlit

ESG-investment AI

ai databricks esg finance-analytics investment markowitz-portfolio node2vec pyspark python streamlit

Last synced: 28 Jun 2025

https://github.com/huichuanli/graphneuralnetwork

玩转图神经网络和知识图谱的相关算法：GCN,GAT,GAFM,GAAFM,GraphSage,W2V,TRANSe

deepwalk gat gcn graph-embedding graphsage line metapathvec node2vec snde transe w2v

Last synced: 21 Apr 2025

https://github.com/benedekrozemberczki/orbitalfeatures

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

bioinformatics centrality clustering-coefficient complex-networks data-science deepwalk feature-extraction graph-classification graph-enumeration graphlet machine-learning motif network-science node-classification node-embedding node2vec orbit research role2vec sklearn

Last synced: 21 Jun 2025

https://github.com/benedekrozemberczki/resolutions-2019

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

attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/FSCNMF

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

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 17 Apr 2025

https://github.com/benedekrozemberczki/fscnmf

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

analytics artifical-intelligence data-mining data-science deepwalk embedding factorization-machine fscnmf graph-embedding graph2vec information-network machine-learning network-embedding nmf node-embedding node2vec pca regularization word2vec word2vec-model

Last synced: 11 Apr 2025

https://github.com/aveek-saha/twitterfakenet

Classifying Verified used users on Twitter based on how likely they are to share Fake News articles

dataset fake-news fake-news-analysis fake-news-classification fake-news-dataset fake-news-detection fake-news-net graph-neural-networks node2vec social-network-analysis twitter twitter-analysis twitter-api twitter-data twitter-network-visualization twitter-sentiment-analysis

Last synced: 06 Apr 2025

https://github.com/benedekrozemberczki/graf

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

clustering community community-detection deepwalk embedding factorization graph graph-embedding implicit-factorization machine-learning matrix-factorization node-embedding node2vec semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec

Last synced: 11 Apr 2025

https://github.com/benedekrozemberczki/nestedsubtreehash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 11 Apr 2025

https://github.com/pierrenodet/aruku

A Random Walk Engine for Apache Spark

deepwalk graph node2vec random-walk spark

Last synced: 17 Oct 2025

https://github.com/benedekrozemberczki/NestedSubtreeHash

A distributed implementation of "Nested Subtree Hash Kernels for Large-Scale Graph Classification Over Streams" (ICDM 2012).

data-mining data-science deepwalk distributed-machine-learning feature-extraction gensim graph-classification graph-kernel graph-mining hashing large-scale-learning machine-learning multi-scale node2vec representation-learning streaming-data streaming-processing word2vec

Last synced: 27 Mar 2025

https://github.com/nelsonzhao/gnne

Graph Neural Network Embedding

graphembedding node2vec

Last synced: 11 Apr 2025

https://github.com/rodrigo-arenas/graph-embeddings

Graph and Nodes embeddings for downstream tasks

deep-learning embeddings graph-algorithms graph-machine-learning graph-neural-networks graph2vec machine-learning networkx neural-networks node2vec stellargraph-library

Last synced: 11 Sep 2025

https://github.com/oniani/covid-19-network

Code for the Paper "Constructing Co-occurrence Network Embeddings to Assist Association Extraction for COVID-19 and Other Coronavirus Infectious Diseases"

artificial-intelligence coronavirus covid-19 graph-neural-networks node2vec

Last synced: 26 Jul 2025

https://github.com/aidos-lab/node2vec-surprises

Code for "On the Surprising Behaviour of node2vec"

graph-learning node2vec node2vec-embeddings

Last synced: 29 Jul 2025

https://github.com/npedrazzini/ancientgreek-syntactic-embeddings

Ancient Greek Syntactic Word Embeddings

ancient-greek graph-based node2vec syntactic-embedding word-embeddings

Last synced: 24 Aug 2025

https://github.com/timkong21/git-hub-social-network-link-prediction

Link prediction model that predicts whether pairs of GitHub developers will have mutual followers

biased-random-walk gensim-word2vec graph logistic-regression machine-learning networkx node2vec pca stellargraph

Last synced: 18 Aug 2025

https://github.com/ghoumbadji/pandora

Identification of hate speech on social media and the communities involved in propagating it.

fasttext graphviz hate-speech-detection lstm-neural-networks networkx node2vec pandas tensorflow

Last synced: 08 Sep 2025

https://github.com/timkong21/facebook-page-classifier

Apply Multi-class node classification algorithm to classify Facebook page content type

biased-random-walk gensim-word2vec graph machine-learning multi-class-classification networkx node2vec stellargraph tsne

Last synced: 19 Jul 2025

https://github.com/pderkowski/wikimap_ui

node2vec tsne visualization wikipedia word2vec

Last synced: 18 Aug 2025