An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: network-embedding

yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 999 KB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 897 - Forks: 139

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: about 1 hour ago - Pushed at: about 2 years ago - Stars: 4,789 - Forks: 739

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: 8 days ago - Pushed at: 9 months ago - Stars: 2,216 - Forks: 247

FanzhenLiu/Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

Size: 2.04 MB - Last synced at: about 16 hours ago - Pushed at: over 1 year ago - Stars: 528 - Forks: 95

HennyJie/BrainGB

Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.

Language: MATLAB - Size: 820 KB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 190 - Forks: 41

benedekrozemberczki/SimGNN

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

Language: Python - Size: 2.44 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 792 - Forks: 149

SINr-Embeddings/sinr

The SINr approach to train interpretable word and graph embeddings

Language: Jupyter Notebook - Size: 81.9 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 19 - Forks: 3

BNN-UPC/ENERO

Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL agent is implemented with the PPO algorithm

Language: Python - Size: 336 KB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 6

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: 14 days ago - Pushed at: 25 days ago - Stars: 2,769 - Forks: 387

thunlp/OpenNE

An Open-Source Package for Network Embedding (NE)

Language: Python - Size: 114 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 1,698 - Forks: 484

MGitHubL/Awesome-Temporal-Graph-Learning

Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).

Size: 132 KB - Last synced at: 12 days ago - Pushed at: 6 months ago - Stars: 68 - Forks: 4

alibaba/euler

A distributed graph deep learning framework.

Language: C++ - Size: 2.49 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 2,899 - Forks: 557

DeepGraphLearning/graphvite

GraphVite: A General and High-performance Graph Embedding System

Language: C++ - Size: 5.4 MB - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 1,249 - Forks: 154

benedekrozemberczki/GEMSEC

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

Language: Python - Size: 10.4 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 259 - Forks: 52

networkgeometry/d-mercator

Mulidimensional hyperbolic embeddings of real networks

Language: C++ - Size: 1.95 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 14 - Forks: 3

claws-lab/jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

Language: Python - Size: 37.1 KB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 383 - Forks: 85

taishan1994/pytorch_HAN

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

Language: Python - Size: 75.2 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 12

benedekrozemberczki/SGCN

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

Language: Python - Size: 13 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 274 - Forks: 57

chihming/awesome-network-embedding

A curated list of network embedding techniques.

Size: 885 KB - Last synced at: about 1 hour ago - Pushed at: over 4 years ago - Stars: 2,608 - Forks: 503

gaoisbest/NLP-Projects

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding

Language: OpenEdge ABL - Size: 384 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 544 - Forks: 151

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: 11 days ago - Pushed at: over 2 years ago - Stars: 168 - Forks: 21

benedekrozemberczki/EdMot

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

Language: Python - Size: 1.14 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 133 - Forks: 20

benedekrozemberczki/role2vec

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

Language: Python - Size: 7.36 MB - Last synced at: 15 days ago - Pushed at: over 2 years ago - Stars: 167 - Forks: 32

benedekrozemberczki/SEAL-CI

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

Language: Python - Size: 5.08 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 211 - Forks: 43

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: 6 days ago - Pushed at: almost 2 years ago - Stars: 213 - Forks: 44

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: 6 days ago - Pushed at: over 2 years ago - Stars: 368 - Forks: 51

yq-leo/Network_Alignment_Papers

Top Conference & Journal Papers of Network Alignment

Size: 4.88 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

PKU-DAIR/SGL

A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)

Language: Python - Size: 4.08 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 150 - Forks: 22

DongqiFu/VANE

A View-Adversarial Framework for Multi-View Network Embedding, CIKM 2020

Size: 2.13 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

DongqiFu/SDG

SDG: A Simplified and Dynamic Graph Neural Network, SIGIR 2021

Language: Python - Size: 6.96 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 22 - Forks: 4

xptree/NetMF

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

Language: Python - Size: 1.16 MB - Last synced at: 18 days ago - Pushed at: about 5 years ago - Stars: 187 - Forks: 47

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: 11 days ago - Pushed at: about 2 years ago - Stars: 50 - Forks: 13

rguo12/CIKM18-LCVA

Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.

Language: Python - Size: 47.8 MB - Last synced at: 21 days ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 5

wuzelong/ANEBR

Adversarial Network Embedding with Bootstrapped Representations for Sparse Networks

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

palash1992/GEM

Language: Python - Size: 27.2 MB - Last synced at: about 18 hours ago - Pushed at: over 1 year ago - Stars: 1,284 - Forks: 361

wuzelong/RSANE

A Novel Robust Integrating Method by High-order Proximity for Self-supervised Attribute Network Embedding

Language: Jupyter Notebook - Size: 44.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

magnusja/ConvE

Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.

Language: Python - Size: 36.1 KB - Last synced at: 3 days ago - Pushed at: almost 7 years ago - Stars: 15 - Forks: 7

xiaohan2012/sdne-keras

Keras implementation of Structural Deep Network Embedding, KDD 2016

Language: Python - Size: 203 KB - Last synced at: 21 days ago - Pushed at: almost 7 years ago - Stars: 92 - Forks: 31

GemsLab/REGAL

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

Language: Python - Size: 6.15 MB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 95 - Forks: 16

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: about 2 months ago - Pushed at: about 1 year ago - Stars: 623 - Forks: 84

marlin-codes/Awesome-Hyperbolic-Representation-and-Deep-Learning

Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications

Size: 146 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 420 - Forks: 33

THUDM/GATNE

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

Language: Python - Size: 9.31 MB - Last synced at: 18 days ago - Pushed at: over 3 years ago - Stars: 528 - Forks: 142

thunlp/CANE

Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

Language: Python - Size: 1.66 MB - Last synced at: 19 days ago - Pushed at: about 6 years ago - Stars: 192 - Forks: 79

TrustAGI-Lab/TriDNR

Tri-Party Deep Network Representation, IJCAI-16

Language: Python - Size: 2.46 MB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 75 - Forks: 36

benedekrozemberczki/TENE

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

Language: Python - Size: 1.93 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 17

ferencberes/online-node2vec

Node Embeddings in Dynamic Graphs

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 56 - Forks: 11

jg-you/dyvider

Dynamic programming algorithms for exact linear clustering in networks.

Language: Python - Size: 257 KB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 3

aptx1231/Awesome-Spatio-Temporal-Representation-Learning

Summary of Spatio-Temporal Representation Learning Models.

Size: 4.88 KB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 7

FedericoCinus/WoMG

WoMG: Word of Mouth Generator

Language: Jupyter Notebook - Size: 107 MB - Last synced at: 14 days ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

thunlp/TransNet

Source code and datasets of IJCAI2017 paper "TransNet: Translation-Based Network Representation Learning for Social Relation Extraction".

Language: Jupyter Notebook - Size: 153 MB - Last synced at: 19 days ago - Pushed at: about 7 years ago - Stars: 102 - Forks: 37

GentleZhu/HEER

Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)

Language: Python - Size: 247 KB - Last synced at: 14 days ago - Pushed at: about 6 years ago - Stars: 64 - Forks: 16

benedekrozemberczki/diff2vec

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

Language: Python - Size: 3.9 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 126 - Forks: 20

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: 11 days ago - Pushed at: over 2 years ago - Stars: 82 - Forks: 27

benedekrozemberczki/TADW

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

Language: Python - Size: 1.45 MB - Last synced at: about 18 hours ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 14

zhengwang100/RECT

This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020

Language: Python - Size: 9.67 MB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 7

AnoushkaVyas/GraphZoo

Facilitating learning, using, and designing graph processing pipelines/models systematically.

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 7

ZW-ZHANG/HOPE

This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).

Language: Matlab - Size: 3.91 KB - Last synced at: 11 days ago - Pushed at: almost 7 years ago - Stars: 16 - Forks: 8

benedekrozemberczki/resolutions-2019

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

Size: 33.2 KB - Last synced at: 11 days 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: 11 days ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 9

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: 11 days ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 13

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: 11 days ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

zechengz/hin-dataset

Heterogeneous Information Network Datasets

Size: 2.93 KB - Last synced at: 4 days ago - Pushed at: almost 6 years ago - Stars: 17 - Forks: 6

oonat/CS-Trust2Vec

The implementation of the context-sensitive trust network embedding model CS-Trust2Vec.

Language: Python - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

acbull/pyHGT

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

Language: Python - Size: 17.8 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 800 - Forks: 163

Dru-Mara/EvalNE

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

Language: Python - Size: 849 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 106 - Forks: 26

MGitHubL/Chinese-Reading-Notes-of-Graph-Learning

Size: 131 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 76 - Forks: 8

Jhy1993/HAN

Heterogeneous Graph Neural Network

Language: Python - Size: 40.3 MB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 1,086 - Forks: 222

xiangyue9607/BioNEV

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

Language: Python - Size: 27 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 226 - Forks: 77

LibCity/Bigscity-LibCity-PaperList

Paper list in traffic prediction field

Size: 146 KB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 219 - Forks: 24

yueliu1999/DCRN

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

Language: Python - Size: 10.3 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 219 - Forks: 31

Jhy1993/Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

Size: 34.1 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 436 - Forks: 84

maxuewei2/RiWalk

Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".

Language: Python - Size: 2.63 MB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 4

huangtinglin/MixGCF

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

Language: Python - Size: 16.3 MB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 95 - Forks: 26

benedekrozemberczki/SINE

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

Language: Python - Size: 2.49 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 18

ZW-ZHANG/TIMERS

This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).

Language: Matlab - Size: 8.79 KB - Last synced at: 11 days ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 4

xptree/NetSMF

NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization

Language: C++ - Size: 58.6 KB - Last synced at: 18 days ago - Pushed at: almost 3 years ago - Stars: 130 - Forks: 25

thunlp/NEU

source code for IJCAI 17 paper "Fast Network Embedding Enhancement via High Order Proximity Approximation"

Language: Matlab - Size: 44.4 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 33 - Forks: 10

thunlp/NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

Language: TeX - Size: 229 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 2,524 - Forks: 646

networkgeometry/FiD-Mercator

Feature-aware ultra-low dimensional reduction of real networks

Language: Jupyter Notebook - Size: 26.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

ShawXh/node2ket

code and data for ICLR 2024 paper ''Node2ket: Efficient High-Dimensional Network Embedding in Quantum Hilbert Space''

Language: C++ - Size: 86.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

erfanloghmani/effect-of-loss-function-tbatching Fork of claws-lab/jodie

The code for "Effect of Choosing Loss Function when Using T-batching for Representation Learning on Dynamic Networks"

Language: Python - Size: 121 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 2

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: 12 months ago - Pushed at: about 1 year ago - Stars: 692 - Forks: 51

tadpole/DHNE

the Implementation of "Structural Deep Embedding for Hyper-Networks"(AAA20I8)

Language: Python - Size: 2.02 MB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 14

ZW-ZHANG/AROPE

This is the official implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

Language: Python - Size: 1.67 MB - Last synced at: 9 days ago - Pushed at: about 6 years ago - Stars: 38 - Forks: 11

dawnranger/pytorch-AGNN

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

Language: Python - Size: 184 KB - Last synced at: 11 months ago - Pushed at: over 7 years ago - Stars: 145 - Forks: 28

THUMNLab/DRNE Fork of tadpole/DRNE

The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)

Language: Python - Size: 967 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

THUMNLab/AROPE Fork of ZW-ZHANG/AROPE

This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).

Language: Python - Size: 1.67 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

helloybz/CLANE

An iterative node embedding method

Language: Python - Size: 4.21 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

acbull/HGT-DGL

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on Deep Graph Library (DGL)

Language: Python - Size: 14.6 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 65 - Forks: 13

yueliu1999/HSAN

[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.

Language: Python - Size: 1.14 MB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 252 - Forks: 37

HKUST-KnowComp/MNE

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

Language: C - Size: 30.3 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 73 - Forks: 25

wyy-code/GALib

Graph Alignment Python Library (GALib): a lightweight, user-friendly, and highly versatile Python library for diverse unrestricted graph alignment algorithms. With GALib, you can effortlessly align networks and leverage its extensive range of functionalities.

Language: Python - Size: 45.3 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 75 - Forks: 1

pegerto/graphpro

GraphPro is a versatile and pluggable OO python library designed for leveraging deep graph learning representations to gain insights into structural proteins and their conformations

Language: Python - Size: 1.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

thunlp/TADW

Network Representation Learning with Rich Text Information (IJCAI 2015)

Language: Matlab - Size: 8.57 MB - Last synced at: about 2 months ago - Pushed at: almost 8 years ago - Stars: 47 - Forks: 19

thunlp/MMDW

Max-margin DeepWalk

Language: Java - Size: 1.84 MB - Last synced at: 19 days ago - Pushed at: almost 8 years ago - Stars: 71 - Forks: 38

iamsinghrajat/Friends-Recommender-In-Social-Network

Friends Recommendation and Link Prediction in Social Netowork

Language: Jupyter Notebook - Size: 228 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 45 - Forks: 16

eXascaleInfolab/NetHash

NetHash algorithm from IJCAI 2018

Language: C++ - Size: 85.1 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

eXascaleInfolab/HARP Fork of GTmac/HARP

Code for the AAAI 2018 Paper "HARP: Hierarchical Representation Learning for Networks"

Language: Python - Size: 2.9 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

eXascaleInfolab/deepwalk Fork of phanein/deepwalk

DeepWalk - Deep Learning for Graphs

Language: Python - Size: 1.27 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

eXascaleInfolab/daor

DAOR Parameter-free Embedding Framework for Large Graphs (Networks)

Language: C++ - Size: 487 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

Related Keywords
network-embedding 184 graph-embedding 56 machine-learning 38 deep-learning 36 graph-neural-networks 36 representation-learning 34 deepwalk 25 node2vec 25 network-representation-learning 23 pytorch 22 node-embedding 22 link-prediction 16 graph-neural-network 16 graph-convolutional-networks 15 gcn 15 graph 15 node-classification 14 tensorflow 13 word2vec 12 graph-representation-learning 12 data-mining 11 matrix-factorization 11 neural-network 10 unsupervised-learning 10 community-detection 10 knowledge-graph 9 embeddings 9 networkx 9 heterogeneous-network 8 graph2vec 8 embedding 8 gensim 8 graph-convolution 8 network-science 8 gnn 7 graph-clustering 7 attention-mechanism 7 implicit-factorization 6 deep-neural-networks 6 sklearn 6 dynamic-networks 6 graph-algorithms 6 temporal-networks 6 graph-classification 6 graph-learning 5 high-order-proximity 5 heterogeneous-information-networks 5 social-network 5 clustering 5 self-supervised-learning 5 tadw 5 complex-networks 5 hyperbolic-geometry 5 asne 5 attributed-networks 5 networkx-graph 4 network-alignment 4 graph-embeddings 4 aane 4 heterogeneous-graph 4 factorization 4 attributed-embedding 4 gemsec 4 struc2vec 4 sign-prediction 4 random-walk 4 research 4 dynamic-network-embedding 4 2vec 4 data-science 4 graph-attention 4 dimensionality-reduction 4 recommender-system 4 nmf 4 social-network-analysis 4 network-analytics 3 heterogeneous-graph-neural-network 3 graph-kernel 3 svd 3 network-analysis 3 hypergraph 3 dataset 3 hyper-networks 3 deep-clustering 3 benchmark 3 walklets 3 louvain 3 dynamic-graphs 3 awesome 3 graph-convolutional-network 3 simgnn 3 network-visualization 3 hyperbolic-embeddings 2 evaluation 2 information-retrieval 2 paper 2 graph-theory 2 spatio-temporal 2 graph-matching 2 feature-extraction 2