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Search results for python graph embedding
graph-embedding
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python
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68 search results found
Graphembedding
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2,834
Implementation and experiments of graph embedding algorithms.
Pytorch_geometric_temporal
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2,386
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Awesome Network Embedding
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2,218
A curated list of network embedding techniques.
Ampligraph
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1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Karateclub
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1,950
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
Gem
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1,210
Graph2vec
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791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
Littleballoffur
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651
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
Awesome Deep Graph Clustering
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626
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
Simgnn
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540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Pymde
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480
Minimum-distortion embedding with PyTorch
Graph Transformer
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408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Appnp
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322
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
Sgcn
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253
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
Gemsec
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234
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
Splitter
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203
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
Seal Ci
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201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Graphwavemachine
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171
A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".
Role2vec
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157
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
Graphembeddingrecommendationsystem
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126
Python based Graph Propagation algorithm, DeepWalk to evaluate and compare preference propagation algorithms in heterogeneous information networks from user item relation ship.
Zincbase
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124
A state of the art knowledge base
Musae
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122
The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)
Edmot
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122
An implementation of "EdMot: An Edge Enhancement Approach for Motif-aware Community Detection" (KDD 2019)
Diff2vec
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116
Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.
Dhgnn
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116
DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"
Bionev
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111
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
Coolgraph
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103
Make GNN easy to start with
Graph Embeddding
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98
Reimplementation of Graph Embedding methods by Pytorch.
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Evalne
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91
Source code for EvalNE, a Python library for evaluating Network Embedding methods.
Asne
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76
A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).
Cogdl Tensorflow
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76
CogDL-TensorFlow: The TensorFlow Implementation of CogDL. With Support from Professor Jie Tang.
Ctgcn
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72
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
Tene
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71
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
Sine
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69
A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).
Autosf
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66
Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
Rolx
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56
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
Mkb
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54
Knowledge Base Embedding By Cooperative Knowledge Distillation
Grarep
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54
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
Tadw
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50
An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).
Dysat
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42
Representation learning on dynamic graphs using self-attention networks
Feather
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39
The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".
Ge Fsg
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35
Graph Embedding via Frequent Subgraphs
Openane
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32
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
Qgnn
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28
Quaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)
Malnet Graph
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27
A large-scale database for graph representation learning
Bluegraph
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26
Python framework for graph analytics and co-occurrence analysis
Edge2vec
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24
Learning node representation using edge semantics
Vgrnn
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24
Variational Graph Recurrent Neural Networks - PyTorch
Walk Transformer
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24
From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)
Bigi
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22
[WSDM 2021]Bipartite Graph Embedding via Mutual Information Maximization
Hcga
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22
Highly Comparative Graph Analysis - Code for network phenotyping
Incubator Hugegraph Ai
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20
The integration of HugeGraph with artificial intelligence
Figet Hyperbolic Space
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20
Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"
Analyzekge
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19
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Tip
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19
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Yelp_recommender_system_no1_solution
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16
This repo contains all files needed for building a recommender system based on 2019 Yelp Challenge Datasets. This is the No.1 solution in USC Viterbi Data Mining Competition.
Fscnmf
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16
An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".
Caps2ne
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15
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
Dgcnn
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13
Clean & Documented TF2 implementation of "An end-to-end deep learning architecture for graph classification" (M. Zhang et al., 2018).
Meim Kge
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12
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).
Egocnn
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12
Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)
Domain Adaptation
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11
Domain Adaptation with Adversarial Training and Graph Embeddings
Rect
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11
This is the source code of "Network Embedding with Completely-Imbalanced Labels". TKDE2020
Kb2vec
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11
Vectorizing knowledge bases for entity linking
Nodesketch
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10
NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching
Graf
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10
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
Abrw
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10
Attributed Biased Random Walks (ABRW) is an Attributed Network Embedding method
Academicrecommendation_dlut
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9
面向大连理工大学学者,基于大连理工大学机构知识库,推荐潜在主题词,优化科研方向,促进跨学部、学科、领
Simba
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9
SIMBA: SIngle-cell eMBedding Along with features
Sympa
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8
Embedding graphs in symmetric spaces
Hullcoverconditionedunitdiskgraph
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8
A generator for unit disk graphs conditioned on concave hull cover.
Deeprec
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8
A easy library for recommendation system or computational advertising
Graph_stitcher
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7
Graph algorithms to merge two graphs based on stitching.
Svge
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7
Smooth Variational Graph Embeddings for Efficient Neural Architecture Search
Chainer Formulanet
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6
Chainer implementation of FormulaNet
Riwalk
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6
Code for the ICDM 2019 Paper "RiWalk: Fast Structural Node Embedding via Role Identification".
Man
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6
Codes and data for the paper entitled "Learning representations to predict intermolecular interactions on large-scale heterogeneous molecular association network"
Force2vec
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6
Implementation of Force2Vec method for ICDM 2020 paper titled "Force2Vec: Parallel force-directed graph embedding"
Url2vec
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5
Graph clustering and Node embeddings with word2vec
Gyrospd
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5
GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices
Sgtsnepipy
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5
Python wrapper to 'SGtSNEpi.jl'
Connector
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5
The Graph Representation Learning Framework developed by NS Lab@CUK.
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