Topic: "graph-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: 9 days ago - Pushed at: about 2 years ago - Stars: 4,790 - Forks: 740
alibaba/Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Language: Java - Size: 18 MB - Last synced at: 6 months ago - Pushed at: 11 months ago - Stars: 3,572 - Forks: 799
alibaba/euler
A distributed graph deep learning framework.
Language: C++ - Size: 2.49 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 2,899 - Forks: 557
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: 13 days ago - Pushed at: 25 days ago - Stars: 2,769 - Forks: 387
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: 7 days ago - Pushed at: 9 months ago - Stars: 2,216 - Forks: 247
THUDM/CogDL
CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)
Language: Python - Size: 9.8 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 1,768 - Forks: 309
palash1992/GEM
Language: Python - Size: 27.2 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 1,284 - Forks: 361
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: 14 days ago - Pushed at: 25 days ago - Stars: 1,180 - Forks: 227
benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Language: Python - Size: 217 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 920 - Forks: 168
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: 2 days ago - Pushed at: 4 months ago - Stars: 897 - Forks: 139
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: 9 days ago - Pushed at: over 2 years ago - Stars: 792 - Forks: 149
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
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
cvxgrp/pymde
Minimum-distortion embedding with PyTorch
Language: Python - Size: 46.9 MB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 546 - Forks: 26
FanzhenLiu/Awesome-Deep-Community-Detection
Deep and conventional community detection related papers, implementations, datasets, and tools.
Size: 2.04 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 526 - Forks: 95
mengfeizhang820/Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
Size: 157 KB - Last synced at: about 19 hours ago - Pushed at: over 3 years ago - Stars: 452 - Forks: 96
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
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
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: 5 days ago - Pushed at: over 2 years ago - Stars: 368 - Forks: 51
aravindsankar28/DySAT
Representation learning on dynamic graphs using self-attention networks
Language: Python - Size: 2.39 MB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 282 - Forks: 44
benedekrozemberczki/SGCN
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Language: Python - Size: 13 MB - Last synced at: 14 days ago - Pushed at: about 2 years ago - Stars: 274 - Forks: 57
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
iMoonLab/DHGNN
DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
Language: Python - Size: 507 KB - Last synced at: 12 days ago - Pushed at: over 2 years ago - Stars: 251 - Forks: 32
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
ConanCui/Paper-List
A reading paper list which is mainted daily
Size: 7.91 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 218 - Forks: 42
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: 5 days ago - Pushed at: almost 2 years ago - Stars: 213 - Forks: 44
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: 26 days ago - Pushed at: over 2 years ago - Stars: 211 - Forks: 43
triandicAnt/GraphEmbeddingRecommendationSystem
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
Language: Python - Size: 21.5 MB - Last synced at: 5 months ago - Pushed at: about 7 years ago - Stars: 189 - Forks: 54
benedekrozemberczki/GraphWaveMachine
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Language: Python - Size: 831 KB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 186 - Forks: 34
complexdb/zincbase
A state of the art knowledge base
Language: Python - Size: 11.7 MB - Last synced at: 5 days ago - Pushed at: almost 5 years ago - Stars: 170 - Forks: 15
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/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Language: Python - Size: 7.36 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 167 - Forks: 32
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/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
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
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: 11 days 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: 11 days ago - Pushed at: over 2 years ago - Stars: 99 - Forks: 9
VGraphRNN/VGRNN
Variational Graph Recurrent Neural Networks - PyTorch
Language: Python - Size: 9.55 MB - Last synced at: almost 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: 11 days ago - Pushed at: over 2 years ago - Stars: 82 - Forks: 27
imsheridan/CogDL-TensorFlow
CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.
Language: Python - Size: 652 KB - Last synced at: 22 days ago - Pushed at: over 5 years ago - Stars: 81 - Forks: 19
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
TrustAGI-Lab/TriDNR
Tri-Party Deep Network Representation, IJCAI-16
Language: Python - Size: 2.46 MB - Last synced at: 8 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
caojiangxia/BiGI
[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization
Language: Python - Size: 1.89 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 73 - Forks: 13
jhljx/CTGCN
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
Language: Python - Size: 25.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 72 - Forks: 23
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
aptx1231/Awesome-Spatio-Temporal-Representation-Learning
Summary of Spatio-Temporal Representation Learning Models.
Size: 4.88 KB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 72 - Forks: 7
benedekrozemberczki/RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Language: Python - Size: 5.06 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 70 - Forks: 20
KaiyuanZh/awesome-graph-representation-learning
A curated list of awesome graph representation learning.
Size: 3.91 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 69 - Forks: 6
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: 11 days ago - Pushed at: 6 months ago - Stars: 68 - Forks: 4
LARS-research/AutoSF
Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
Language: Python - Size: 42.8 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 68 - Forks: 13
raphaelsty/mkb
Knowledge Base Embedding By Cooperative Knowledge Distillation
Language: Python - Size: 44.1 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 66 - Forks: 3
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
benedekrozemberczki/TADW
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Language: Python - Size: 1.45 MB - Last synced at: 7 minutes ago - Pushed at: over 2 years ago - Stars: 60 - Forks: 14
houchengbin/GloDyNE
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
Language: Python - Size: 26.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 17
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
RoyZhengGao/edge2vec
Learning node representation using edge semantics
Language: Python - Size: 9.65 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 48 - Forks: 21
xiaohan2012/multi-label-text-classification
Mutli-label text classification using ConvNet and graph embedding (Tensorflow implementation)
Language: Jupyter Notebook - Size: 776 KB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 44 - Forks: 15
nphdang/GE-FSG
Graph Embedding via Frequent Subgraphs
Language: Python - Size: 81.9 MB - Last synced at: 26 days ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 8
barahona-research-group/hcga
Highly Comparative Graph Analysis - Code for network phenotyping
Language: Python - Size: 265 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 40 - Forks: 13
houchengbin/OpenANE
OpenANE: the first Open source framework specialized in Attributed Network Embedding. The related paper was accepted by Neurocomputing. https://doi.org/10.1016/j.neucom.2020.05.080
Language: Python - Size: 780 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 39 - Forks: 5
dalab/matrix-manifolds
Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper
Language: Python - Size: 23 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 34 - Forks: 2
BlueBrain/BlueGraph
Python framework for graph analytics and co-occurrence analysis
Language: Python - Size: 280 MB - Last synced at: 23 days ago - Pushed at: 10 months ago - Stars: 33 - Forks: 6
eXascaleInfolab/NodeSketch
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching
Language: Python - Size: 15.5 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 32 - Forks: 3
jwu4sml/Graph-Embedding-Techniques
It provides some typical graph embedding techniques based on task-free or task-specific intuitions.
Size: 104 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 31 - Forks: 11
safreita1/malnet-graph
A large-scale database for graph representation learning
Language: Python - Size: 581 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 11
zexihuang/random-walk-embedding
A Broader Picture of Random-walk Based Graph Embedding
Language: Python - Size: 15.6 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 30 - Forks: 3
hibayesian/awesome-graph-learning-papers
A curated list of graph learning papers, articles, tutorials, slides and projects
Size: 60.1 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 8
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
Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: 1 day ago - Pushed at: 12 months ago - Stars: 28 - Forks: 6
HipGraph/FusedMM
Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"
Language: C - Size: 3.64 MB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 5
boniolp/kGraph
Graph Embedding for Interpretable Time Series Clustering
Language: Python - Size: 49.4 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 27 - Forks: 1
aravindsankar28/GraFRank
Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).
Language: Python - Size: 156 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 26 - Forks: 2
NYXFLOWER/TIP
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Language: Python - Size: 294 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 15
ShawXh/BTWalk
Implementation of TKDE20 paper ''BTWalk: Branching Tree Random Walk for Multi-order Structured Network Embedding''
Language: C++ - Size: 11.5 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2
LeviBorodenko/dgcnn
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Language: Python - Size: 225 KB - Last synced at: 8 days ago - Pushed at: about 5 years ago - Stars: 24 - Forks: 3
fcdimitr/SGtSNEpi.jl
Julia bindings to SG-t-SNE-Π
Language: Julia - Size: 218 MB - Last synced at: 10 days ago - Pushed at: 6 months ago - Stars: 22 - Forks: 4
ezamyatin/node2vec-spark
Billion-scale node2vec in scala-spark
Language: Scala - Size: 26.4 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 21 - Forks: 1
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
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
tranhungnghiep/AnalyzeKGE
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Language: Python - Size: 10.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 19 - Forks: 6
zahta/graph_ml
Course: Graph Machine Learning focuses on the application of machine learning algorithms on graph-structured data. Some of the key topics that are covered in the course include graph representation learning and graph neural networks, algorithms for the world wide web, reasoning over knowledge graphs, and social network analysis.
Language: Jupyter Notebook - Size: 8.67 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 18 - Forks: 7
zhengwang100/RECT
This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020
Language: Python - Size: 9.67 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 18 - Forks: 7
open-prophetdb/biomedgps
A knowledge graph system with graph neural network for drug repurposing and disease mechanism.
Language: Rust - Size: 22.2 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 17 - Forks: 2
huidongchen/simba
SIMBA: SIngle-cell eMBedding Along with features
Language: Python - Size: 2.75 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 16 - Forks: 1
LukasHedegaard/dage
Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]
Language: Jupyter Notebook - Size: 203 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 8
basiralab/HCAE
HCAE (HyperConnectome AutoEncoder) for brain state identification.
Language: Python - Size: 3.03 MB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 3
blacker521/awesome-graph-structure-learning
A collection of research papers related to graph structure learning(GSL).
Size: 72.3 KB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 1
firojalam/domain-adaptation
Domain Adaptation with Adversarial Training and Graph Embeddings
Language: Python - Size: 107 KB - Last synced at: 20 days ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 3
SU-HPC/GOSH
An ultra-fast, GPU-based large graph embedding algorithm utilizing a novel coarsening algorithm requiring not more than a single GPU.
Language: Cuda - Size: 1.02 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 4
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
chrisPiemonte/url2vec
Graph clustering and Node embeddings with word2vec
Language: Python - Size: 159 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 7
tranhungnghiep/MEIM-KGE
Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).
Language: Python - Size: 30.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 4
houchengbin/ABRW
Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method
Language: Python - Size: 209 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 3
tmetsch/graph_stitcher
Graph algorithms to merge two graphs based on stitching.
Language: Python - Size: 454 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 3
lanl/Parallel-Quantum-Annealing
Parallel Quantum Annealing
Language: Python - Size: 1.89 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 11 - 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: 11 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 11
LARS-research/NSCaching
Efficient, Simple, and Automated Negative Sampling for Knowledge Graph Embedding. VLDBJ 2020.
Language: Python - Size: 31.3 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 3
benedekrozemberczki/HullCoverConditionedUnitDiskGraph
A generator for unit disk graphs conditioned on concave hull cover.
Language: Python - Size: 13.8 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 2
HipGraph/Force2Vec
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
Language: Python - Size: 4.09 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 8