Topic: "node-embedding"
benedekrozemberczki/awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Language: Python - Size: 1.79 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 4,788 - Forks: 739

benedekrozemberczki/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Language: Python - Size: 13.3 MB - Last synced at: 19 days ago - Pushed at: 2 months ago - Stars: 2,811 - Forks: 394

benedekrozemberczki/karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Language: Python - Size: 28 MB - Last synced at: 18 days ago - Pushed at: 11 months ago - Stars: 2,226 - Forks: 252

dsgiitr/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
Language: Jupyter Notebook - Size: 11.1 MB - Last synced at: 11 days ago - Pushed at: 2 months ago - Stars: 1,195 - Forks: 228

benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Language: Python - Size: 217 KB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 922 - Forks: 169

benedekrozemberczki/littleballoffur
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Language: Python - Size: 5.73 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 709 - Forks: 56

benedekrozemberczki/datasets
A repository of pretty cool datasets that I collected for network science and machine learning research.
Size: 91.4 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 623 - Forks: 84

benedekrozemberczki/APPNP
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Language: Python - Size: 1.2 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 368 - Forks: 51

benedekrozemberczki/Splitter
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Language: Python - Size: 11.4 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 213 - Forks: 44

benedekrozemberczki/DANMF
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
Language: Python - Size: 2.31 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 205 - Forks: 41

benedekrozemberczki/MUSAE
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Language: Python - Size: 19.4 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 168 - Forks: 21

benedekrozemberczki/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Language: Python - Size: 7.36 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 167 - Forks: 32

benedekrozemberczki/diff2vec
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Language: Python - Size: 3.9 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 20

benedekrozemberczki/walklets
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Language: Python - Size: 2.99 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 105 - Forks: 22

benedekrozemberczki/tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 100 - Forks: 9

GemsLab/REGAL
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Language: Python - Size: 6.15 MB - Last synced at: about 2 months ago - Pushed at: about 4 years ago - Stars: 95 - Forks: 16

VGraphRNN/VGRNN
Variational Graph Recurrent Neural Networks - PyTorch
Language: Python - Size: 9.55 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 95 - Forks: 31

benedekrozemberczki/ASNE
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Language: Python - Size: 1.01 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 82 - Forks: 27

benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Language: Python - Size: 1.93 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 17

benedekrozemberczki/SINE
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Language: Python - Size: 2.49 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 18

benedekrozemberczki/RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Language: Python - Size: 5.06 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 20

benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Language: Python - Size: 6.88 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

abhilash1910/SpectralEmbeddings
spectralembeddings is a python library which is used to generate node embeddings from Knowledge graphs using GCN kernels and Graph Autoencoders. Variations include VanillaGCN,ChebyshevGCN and Spline GCN along with SDNe based Graph Autoencoder.
Language: HTML - Size: 4.41 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 64 - Forks: 6

benedekrozemberczki/TADW
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Language: Python - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 60 - Forks: 14

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".
Language: Python - Size: 14.3 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 13

joshpxyne/deep-hyperedges
New Algorithms for Learning on Hypergraphs
Language: Jupyter Notebook - Size: 105 MB - Last synced at: about 2 hours ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 11

benedekrozemberczki/BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
Language: Python - Size: 829 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 13

XiaShan1227/Graphormer
Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]
Language: Python - Size: 2.96 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 30 - Forks: 7

benedekrozemberczki/OrbitalFeatures
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
Language: Python - Size: 771 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 26 - Forks: 11

benedekrozemberczki/resolutions-2019
A list of data mining and machine learning papers that I implemented in 2019.
Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: over 5 years ago - Stars: 21 - Forks: 10

benedekrozemberczki/FSCNMF
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Language: Python - Size: 851 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 9

daiquocnguyen/Caps2NE
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
Language: Python - Size: 170 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 4

SINr-Embeddings/sinr
The SINr approach to train interpretable word and graph embeddings
Language: Jupyter Notebook - Size: 82.1 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 19 - Forks: 3

AstraZeneca/NESS
Official implementation of "NESS: Node Embeddings from Static Subgraphs"
Language: Python - Size: 762 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 19 - Forks: 0

Zehong-Wang/Awesome-Foundation-Models-on-Graphs
A collection of graph foundation models including papers, codes, and datasets.
Size: 3.61 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 17 - Forks: 4

manoelhortaribeiro/GraphSageHatefulUsers Fork of williamleif/graphsage-simple
Simple reference implementation of GraphSAGE.
Language: Python - Size: 13.9 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 16 - Forks: 2

benedekrozemberczki/GRAF
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Language: Python - Size: 1.57 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 11

benedekrozemberczki/HullCoverConditionedUnitDiskGraph
A generator for unit disk graphs conditioned on concave hull cover.
Language: Python - Size: 13.8 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 2

giannisnik/segk
Learning Structural Node Representations using Graph Kernels
Language: Jupyter Notebook - Size: 848 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 2

monomonedula/sten
Simple algorithm for generating graph nodes embeddings
Language: Python - Size: 11.4 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

brzzll/auto-node-to-exe
Convierte tus proyectos de Node.js en ejecutables ( .exe )
Language: JavaScript - Size: 320 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 2

AlvaroJoseLopes/Deep-Walk-Transformers
Node embedding technique based on Masked Language Model.
Language: Jupyter Notebook - Size: 3.63 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

knowledge-technologies/SNoRe
Scalable symbolic node representation learner, mirror of https://github.com/smeznar/SNoRe
Language: Python - Size: 4.11 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

XiaShan1227/SimGNN
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Language: Python - Size: 242 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 2

lucacareddu/Comparing-node-embedding-methods-and-classifiers-for-predicting-disease-genes
This repository contains the Python code of the work done for the project of a course called "Learning from Networks" (Master Degree in Data Science).
Language: Python - Size: 117 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

elvathi/node_sim_embed
Repository for the paper "Unsupervised Graph Embedding based on Node Similarity"
Language: Python - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1

simonepiaggesi/dine
Data and code repository from "DINE: Dimensional Interpretability of Node Embeddings"
Language: Jupyter Notebook - Size: 7.53 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

LamineTourelab/Machine-Learning-with-Graphs Fork of LeilaOutem/Stanford_coLabs
Graphs are a general language for describing and analyzing entities with relations/interactions.
Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

parsa-abbasi/NodeClassification
This repository contains the implementation of some of the popular Graph Neural Networks (GNNs) using PyTorch Geometric to solve node classification tasks.
Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ferencberes/covid-vaccine-network
Vaccine skepticism detection by network embedding
Language: Python - Size: 130 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

sarthak-chakraborty/HCNE-ScalableDataMining
Term Research Project for the course Scalable Data Mining [IIT Kgp] (CS60021)
Language: C++ - Size: 257 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

zahraDehghanian97/GIUnet
**official Code Implementation Of "GIUnet : Graph Isomorphic Unet " .
Language: Python - Size: 24.9 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

helloybz/Deepwalk-Clone
My implementation of Deepwalk in PyTorch
Language: Python - Size: 2.53 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

CSDL-UMD/remod
Source code for fact-checking using node embeddings of dependency trees
Language: Python - Size: 4.12 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
