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struc2vec

Here are 12 public repositories matching this topic...

shenweichen / GraphEmbedding

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unsupported operand type(s) for +: 'int' and 'str'

4

tohich51 commented May 22, 2019

I got this issue using struc2vec and node2vec methods
`---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
in
1 model_struc2vec = ge.Struc2Vec(G, 10, 80, workers=4, verbose=40, ) #init model
----> 2 model_struc2vec.train(window_size = 5, iter = 3)

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CapsGNN

benedekrozemberczki / CapsGNN

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

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

Updated May 31, 2020
Python

graph2vec

benedekrozemberczki / graph2vec

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

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

Updated May 31, 2020
Python

GraphWaveMachine

benedekrozemberczki / GraphWaveMachine

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

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

Updated May 31, 2020
Python

xiangyue9607 / BioNEV

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

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

Updated Apr 14, 2020
Python

role2vec

benedekrozemberczki / role2vec

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

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

Updated Jun 1, 2020
Python

M-NMF

benedekrozemberczki / M-NMF

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

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

Updated May 31, 2020
Python

diff2vec

benedekrozemberczki / diff2vec

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

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

Updated May 31, 2020
Python

benedekrozemberczki / RolX

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

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

Updated Jun 1, 2020
Python

benedekrozemberczki / GRAF

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

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

Updated May 31, 2020
Python

maxuewei2 / RiWalk

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

graph graph-algorithms icdm representation-learning network-embedding graph-representation graph-embedding network-representation-learning graph-representation-learning struc2vec structural-embedding

Updated Apr 27, 2020
Python

Flians / GraphRepresentation

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Graph representation and GNN

graph csr struc2vec gnn

Updated Jun 19, 2020
Java

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