The Wayback Machine - https://web.archive.org/web/20221008031115/https://github.com/topics/graph-embedding

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graph-embedding

Here are 167 public repositories matching this topic...

awesome-graph-classification

benedekrozemberczki / awesome-graph-classification

Sponsor

A collection of important graph embedding, classification and representation learning papers with implementations.

deepwalk kernel-methods attention-mechanism network-embedding graph-kernel graph-kernels graph-convolutional-networks classification-algorithm node2vec weisfeiler-lehman graph-embedding graph-classification graph-attention-networks graph-representation-learning graph2vec deep-graph-kernels netlsd graph-attention-model structural-attention node-embedding

Updated Aug 14, 2022
Python

alibaba / Alink

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

machine-learning data-mining statistics kafka graph-algorithms clustering word2vec regression xgboost classification recommender recommender-system apriori feature-engineering flink fm flink-ml graph-embedding flink-machine-learning

Updated Sep 8, 2022
Java

alibaba / euler

A distributed graph deep learning framework.

deep-learning graph network-embedding random-walk graph-convolutional-networks gcn node2vec graph-embedding graph-learning graphsage graph-neural-networks ggnn

Updated Jun 26, 2022
C++

pytorch_geometric_temporal

benedekrozemberczki / pytorch_geometric_temporal

Sponsor

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

deep-learning network-science pytorch temporal-networks spatial-analysis spatial-data spatiotemporal network-embedding spatio-temporal-analysis graph-convolutional-networks gcn spatio-temporal-data temporal-data graph-embedding graph-neural-networks node-embedding graph-convolution gnn temporal-graphs

Updated Sep 8, 2022
Python

karateclub

benedekrozemberczki / karateclub

Sponsor

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Updated Sep 4, 2022
Python

THUDM / cogdl

CogDL: An Extensive Toolkit for Deep Learning on Graphs (Graph Neural Networks, GNN)

leaderboard pytorch link-prediction graph-embedding graph-classification node-classification graph-neural-networks gnn-model

Updated Sep 14, 2022
Python

palash1992 / GEM

network-visualization network-embedding link-prediction graph-embeddings graph-embedding

Updated Oct 14, 2021
Python

dsgiitr / graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

pytorch deepwalk graph-convolutional-networks graph-embedding graph-attention-networks chebyshev-polynomials graph-representation-learning node-embedding graph-sage

Updated Mar 26, 2022
Jupyter Notebook

graph2vec

benedekrozemberczki / graph2vec

Sponsor

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

Updated Sep 19, 2022
Python

littleballoffur

benedekrozemberczki / littleballoffur

Sponsor

Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)

machine-learning deep-learning graph graph-algorithms network-science networkx sampling network-embedding random-walk metropolis-hastings minimum-spanning-tree graph-embedding forest-fire graph-sampling network-analytics node-embedding graph-sparsification community-structure network-sampling

Updated Aug 15, 2022
Python

SimGNN

benedekrozemberczki / SimGNN

Sponsor

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

Updated Aug 14, 2022
Python

datasets

benedekrozemberczki / datasets

Sponsor

A repository of pretty cool datasets that I collected for network science and machine learning research.

Updated Sep 19, 2022

cvxgrp / pymde

Minimum-distortion embedding with PyTorch

visualization machine-learning gpu cuda pytorch dimensionality-reduction embedding graph-embedding feature-vectors

Updated May 1, 2022
Python

mengfeizhang820 / Paperlist-for-Recommender-Systems

Recommender Systems Paperlist that I am interested in

embeddings collaborative-filtering recommender-systems ctr-prediction graph-embedding neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation industry-recommendations session-based-recommendation

Updated Jul 29, 2021

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph

Updated Mar 13, 2020

APPNP

benedekrozemberczki / APPNP

Sponsor

A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

Updated Oct 7, 2022
Python

SGCN

benedekrozemberczki / SGCN

Sponsor

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

Updated Mar 2, 2022
Python

GEMSEC

benedekrozemberczki / GEMSEC

Sponsor

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

Updated Sep 19, 2022
Python

FanzhenLiu / Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools. Welcome to contribute to this repository by following the {instruction_for_contribution.pdf} file.

data-mining awesome deep-learning community-detection survey network-embedding graph-clustering graph-embedding deep-neural-network graph-neural-networks network-representation-learning graph-neural-network

Updated Sep 21, 2022

ConanCui / Paper-List

A reading paper list which is mainted daily

deep-learning heterogeneous recomendation graph-embedding graph-convolution

Updated Mar 25, 2020

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