62 results found Sort:

benedekrozemberczki
awesome-graph-classification benedekrozemberczki
741
4.8k
cc0-1.0
217
A collection of important graph embedding, classification and representation learning papers with implementations.
netlsd deepwalk node2vec graph2vec graph-kernel graph-kernels kernel-methods node-embedding graph-embedding network-embedding weisfeiler-lehman deep-graph-kernels attention-mechanism graph-classification structural-attention graph-attention-model classification-algorithm graph-attention-networks graph-convolutional-networks graph-representation-learning
Created 2018-07-14
422 commits to master branch, last one about a year ago
alibaba
euler alibaba
558
2.9k
apache-2.0
138
A distributed graph deep learning framework.
gcn ggnn graph node2vec graphsage random-walk deep-learning graph-learning graph-embedding network-embedding graph-neural-networks graph-convolutional-networks
Created 2019-01-10
8 commits to master branch, last one 4 years ago
benedekrozemberczki
pytorch_geometric_temporal benedekrozemberczki
378
2.7k
mit
39
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
gcn gnn pytorch spatial-data deep-learning temporal-data node-embedding spatiotemporal graph-embedding network-science temporal-graphs spatial-analysis graph-convolution network-embedding temporal-networks spatio-temporal-data graph-neural-networks spatio-temporal-analysis graph-convolutional-networks
Created 2020-06-27
1,949 commits to master branch, last one 2 months ago
chihming
awesome-network-embedding chihming
504
2.6k
unknown
196
A curated list of network embedding techniques.
knowledge-graph graph-embeddings network-embedding representation-learning
Created 2016-11-27
159 commits to master branch, last one 4 years ago
thunlp
NRLPapers thunlp
644
2.5k
unknown
249
Must-read papers on network representation learning (NRL) / network embedding (NE)
paper-list network-embedding
Created 2017-05-16
79 commits to master branch, last one 4 years ago
benedekrozemberczki
karateclub benedekrozemberczki
247
2.2k
gpl-3.0
40
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
gcn 2vec scikit louvain sklearn deepwalk networkx node2vec graph2vec networkx-graph node-embedding graph-embedding network-science graph-clustering machine-learning label-propagation network-embedding community-detection supervised-learning unsupervised-learning
Created 2019-12-05
2,319 commits to master branch, last one 5 months ago
thunlp
OpenNE thunlp
486
1.7k
mit
67
An Open-Source Package for Network Embedding (NE)
network-embedding
Created 2017-10-08
104 commits to master branch, last one 11 months ago
palash1992
GEM palash1992
361
1.3k
bsd-3-clause
42
This repository has no description...
graph-embedding link-prediction graph-embeddings network-embedding network-visualization
Created 2017-05-08
151 commits to master branch, last one 2 years ago
DeepGraphLearning
graphvite DeepGraphLearning
154
1.2k
apache-2.0
32
GraphVite: A General and High-performance Graph Embedding System
gpu cuda knowledge-graph machine-learning network-embedding data-visualization representation-learning
Created 2019-07-16
16 commits to master branch, last one 6 months ago
Jhy1993
HAN Jhy1993
221
1.1k
unknown
12
Heterogeneous Graph Neural Network
network-embedding heterogeneous-graph graph-neural-network heterogeneous-network graph-attention-network heterogeneous-graph-neural-network
Created 2019-02-07
40 commits to master branch, last one 4 years ago
yueliu1999
Awesome-Deep-Graph-Clustering yueliu1999
147
860
mit
21
Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).
gcn surveys clustering data-mining deep-learning deep-clustering graph-embedding graphclustering machine-learning network-embedding graph-neural-networks data-mining-algorithms representation-learning self-supervised-learning graph-convolutional-networks
Created 2021-11-24
410 commits to main branch, last one about a month ago
acbull
pyHGT acbull
163
802
mit
14
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
transformer network-embedding graph-neural-networks heterogeneous-network graph-representation-learning
Created 2020-02-21
192 commits to master branch, last one about a year ago
benedekrozemberczki
SimGNN benedekrozemberczki
147
770
gpl-3.0
11
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
gcn ged gnn wsdm simgnn pytorch sklearn tensorflow deep-learning neural-network tensor-network graph-attention graph-embedding graph-similarity machine-learning graph-convolution network-embedding attention-mechanism graph-edit-distance graph-classification
Created 2019-01-31
172 commits to master branch, last one about a year ago
benedekrozemberczki
littleballoffur benedekrozemberczki
55
706
gpl-3.0
10
Little Ball of Fur - A graph sampling extension library for NetworKit and NetworkX (CIKM 2020)
graph networkx sampling forest-fire random-walk deep-learning graph-sampling node-embedding graph-embedding network-science graph-algorithms machine-learning network-sampling network-analytics network-embedding community-structure metropolis-hastings graph-sparsification minimum-spanning-tree
Created 2020-05-03
1,439 commits to master branch, last one about a year ago
benedekrozemberczki
datasets benedekrozemberczki
84
615
mit
14
A repository of pretty cool datasets that I collected for network science and machine learning research.
gcn gnn dataset deepwalk node2vec benchmark graph2vec data-science node-embedding graph-embedding link-prediction network-science machine-learning network-analysis graph-convolution network-embedding community-detection node-classification graph-neural-network dimensionality-reduction
Created 2019-04-07
335 commits to master branch, last one 9 months ago
gaoisbest
NLP-Projects gaoisbest
147
530
unknown
23
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, informati...
word2vec sentence2vec knowledge-graph text-generation dialogue-systems network-embedding sequence-labeling text-classification information-retrieval information-extraction pretrained-language-model machine-reading-comprehension
Created 2017-07-10
641 commits to master branch, last one 3 years ago
THUDM
GATNE THUDM
141
528
mit
16
Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"
network-embedding multiplex-networks attributed-networks heterogeneous-network representation-learning
Created 2019-05-05
38 commits to master branch, last one 2 years ago
FanzhenLiu
Awesome-Deep-Community-Detection FanzhenLiu
94
509
mit
6
Deep and conventional community detection related papers, implementations, datasets, and tools.
survey awesome data-mining deep-learning graph-embedding graph-clustering network-embedding community-detection deep-neural-network graph-neural-network graph-neural-networks network-representation-learning
Created 2020-06-24
154 commits to master branch, last one 11 months ago
marlin-codes
Awesome-Hyperbolic-Representation-and-Deep-Learning marlin-codes
32
390
unknown
9
Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications
graph-embedding knowledge-graph network-embedding recommender-system hyperbolic-geometry graph-neural-networks representation-learning
Created 2021-06-15
120 commits to main branch, last one 4 days ago
cnclabs
smore cnclabs
82
374
mit
26
SMORe: Modularize Graph Embedding for Recommendation
knowledge-graph network-embedding matrix-factorization representation-learning
Created 2016-11-20
211 commits to master branch, last one 2 years ago
benedekrozemberczki
APPNP benedekrozemberczki
50
367
gpl-3.0
9
A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).
gcn iclr ppnp appnp pytorch deepwalk node2vec pagerank research attention deep-learning node-embedding graph-attention graph-embedding machine-learning network-embedding deep-neural-networks graph-classification graph-neural-network graph-convolutional-neural-networks
Created 2019-02-12
155 commits to master branch, last one 2 years ago
claws-lab
jodie claws-lab
83
362
mit
6
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
kdd2019 embeddings dynamic-networks machine-learning temporal-network network-embedding embedding-trajectories representation-learning
Created 2019-06-26
38 commits to master branch, last one 2 years ago
benedekrozemberczki
SGCN benedekrozemberczki
58
270
gpl-3.0
12
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
gcn gpt2 gpt3 sgcn pytorch deepwalk node2vec graphsage transformer deep-learning neural-network signed-network graph-attention graph-embedding machine-learning graph-convolution network-embedding pytorch-geometric node-classification graph-neural-networks
Created 2018-12-07
135 commits to master branch, last one about a year ago
yueliu1999
HSAN yueliu1999
37
259
unknown
14
[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
clustering data-mining deep-learning deep-clustering graphclustering graph-clustering machine-learning network-embedding contrastive-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning
Created 2022-11-29
15 commits to main branch, last one 2 years ago
benedekrozemberczki
GEMSEC benedekrozemberczki
50
254
gpl-3.0
15
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
m-nmf deezer gemsec gensim deepwalk facebook node2vec word2vec embedding clustering tensorflow neural-network graph-embedding machine-learning network-embedding community-detection matrix-factorization unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-01-23
157 commits to master branch, last one 2 years ago
LibCity
Bigscity-LibCity-PaperList LibCity
24
222
unknown
6
Paper list in traffic prediction field
libcity paper-list map-matching deep-learning spatio-temporal network-embedding traffic-prediction traffic-forecasting graph-neural-networks estimated-time-of-arrival spatio-temporal-prediction
Created 2021-05-28
31 commits to master branch, last one 5 months ago
yueliu1999
DCRN yueliu1999
32
220
mit
8
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
gcn pytorch data-mining deep-learning deep-clustering network-embedding graph-neural-networks unsupervised-learning representation-learning self-supervised-learning graph-convolutional-network graph-convolutional-networks
Created 2021-12-09
38 commits to main branch, last one about a year ago
benedekrozemberczki
Splitter benedekrozemberczki
44
213
gpl-3.0
11
A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).
gensim pytorch deepwalk node2vec word2vec clustering word-vector deep-learning ego-splitting factorization node-embedding graph-embedding machine-learning network-embedding community-detection deep-neural-network graph-neural-network implicit-factorization graph-representation-learning overlapping-community-detection
Created 2019-03-17
126 commits to master branch, last one about a year ago
benedekrozemberczki
SEAL-CI benedekrozemberczki
43
209
gpl-3.0
10
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
gcn gnn pytorch deepwalk node2vec tensorflow deep-learning active-learning graph-embedding graph-convolution network-embedding node-classification graph-classification graph-neural-network graph-neural-networks active-learning-module deep-learning-algorithms machine-learning-algorithms graph-convolutional-networks graph-representation-learning
Created 2019-04-23
126 commits to master branch, last one 2 years ago
HennyJie
BrainGB HennyJie
42
184
mit
19
Officially Accepted to IEEE Transactions on Medical Imaging (TMI, IF: 11.037) - Special Issue on Geometric Deep Learning in Medical Imaging.
gcn pytorch ai4health brain-networks network-embedding graph-neural-networks graph-convolutional-networks
Created 2022-01-18
38 commits to master branch, last one 10 months ago