91 results found Sort:

Mikoto10032
DeepLearning Mikoto10032
3.6k
14.7k
apache-2.0
303
深度学习入门教程, 优秀文章, Deep Learning Tutorial
cnn gan gcn rnn mxnet kaggle pytorch tensorflow deeplearning deep-learning machinelearning machine-learning
Created 2018-04-09
554 commits to master branch, last one 2 years ago
km1994
nlp_paper_study km1994
658
3.9k
unknown
70
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
gcn bert attention entity-recognition relation-extraction
Created 2019-05-18
285 commits to master branch, last one about a year ago
stellargraph
stellargraph stellargraph
431
3.0k
apache-2.0
62
StellarGraph - Machine Learning on Graphs
gcn graphs python networkx graph-data data-science saliency-map deep-learning graph-analysis link-prediction interpretability machine-learning stellargraph-library graph-neural-networks graph-machine-learning heterogeneous-networks geometric-deep-learning machine-learning-algorithms graph-convolutional-networks
Created 2018-04-13
2,535 commits to develop branch, last one 3 years 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
376
2.7k
mit
38
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 about a month ago
benedekrozemberczki
karateclub benedekrozemberczki
246
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 4 months ago
Inori
GPCS4 Inori
142
2.0k
gpl-3.0
121
A work-in-progress PlayStation 4 emulator.
gcn ps4 vulkan emulator graphics
Created 2019-06-20
1,554 commits to master branch, last one about a year ago
FighterLYL
GraphNeuralNetwork FighterLYL
462
1.8k
unknown
27
《深入浅出图神经网络：GNN原理解析》配套代码
gcn gnn graph-neural-network
Created 2019-10-21
36 commits to master branch, last one 3 years ago
wubinzzu
NeuRec wubinzzu
217
1.0k
unknown
42
Next RecSys Library
gcn sequential tensorflow autoencoder deep-learning social-network neural-networks recommender-systems adversarial-learning collaborative-filtering variational-autoencoder convolutional-neural-networks
Created 2019-02-25
217 commits to master branch, last one 3 years ago
tsinghua-fib-lab
GNN-Recommender-Systems tsinghua-fib-lab
138
986
unknown
18
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
gcn gnn recommendation recommender-system graph-neural-networks information-retrieval recommendation-system recommendation-algorithms graph-convolutional-networks graph-representation-learning
Created 2021-09-23
21 commits to main branch, last one about a year ago
SuperBruceJia
EEG-DL SuperBruceJia
225
971
mit
22
A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.
cnn gcn gru rnn lstm resnet densenet eeg-data tensorflow transformer transformers deep-learning one-shot-learning residual-learning eeg-classification attention-mechanism eeg-signals-processing fully-convolutional-networks motor-imagery-classification graph-convolutional-neural-networks
Created 2020-04-30
107 commits to master branch, last one about a year ago
Jiakui
awesome-gcn Jiakui
132
876
unknown
24
resources for graph convolutional networks （图卷积神经网络相关资源）
cv gcn nlp graph-attention graph-neural-networks graph-attention-networks
Created 2019-05-11
85 commits to master branch, last one 5 years ago
yueliu1999
Awesome-Deep-Graph-Clustering yueliu1999
146
851
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
shenweichen
GraphNeuralNetwork shenweichen
182
793
mit
12
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
gat gcn gnn graphsage graph-attention
Created 2019-08-17
8 commits to master branch, last one 2 years ago
benedekrozemberczki
ClusterGCN benedekrozemberczki
136
787
gpl-3.0
20
A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).
gcn metis musae gemsec louvain pytorch deepwalk diff2vec node2vec graph2vec graphsage clustering deep-learning neural-network graph-clustering graph-convolution community-detection node-classification graph-neural-networks graph-convolutional-networks
Created 2019-06-17
144 commits to master branch, last one 2 years ago
benedekrozemberczki
SimGNN benedekrozemberczki
146
764
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
yl-1993
learn-to-cluster yl-1993
143
707
mit
16
Learning to Cluster Faces (CVPR 2019, CVPR 2020)
gcn pytorch cvpr2019 cvpr2020 face-clustering face-recognition
Created 2019-04-02
206 commits to master branch, last one 2 years ago
Bobo-y
flexible-yolov5 Bobo-y
119
670
gpl-3.0
10
More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt
gcn ptq qat cbam neck dcnv2 hrnet resnet yolov3 yolov5 pytorch backbone sparsity tensorrt moblienet shufflenet triton-server object-detection swin-transformer
Created 2021-03-26
206 commits to v2 branch, last one 3 months ago
benedekrozemberczki
datasets benedekrozemberczki
84
612
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 8 months ago
benedekrozemberczki
GraphWaveletNeuralNetwork benedekrozemberczki
116
576
gpl-3.0
16
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
gcn gpt2 gpt3 gwnn iclr pytorch sklearn deepwalk node2vec research graphsage tensorflow transformer deep-learning machine-learning graph-convolution graph-representation graph-neural-networks graph-convolutional-network convolutional-neural-networks
Created 2019-01-18
118 commits to master branch, last one about a year ago
lkeab
BCNet lkeab
73
537
mit
9
Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers [CVPR 2021]
gcn cvpr fcos bcnet cvpr2021 fastrcnn detection non-local occlusion detectron2 segmentation bilayer-network object-detection boundary-detection occlusion-handling instance-segmentation amodal-instance-segmentation
Created 2021-03-07
246 commits to main branch, last one about a year ago
hazdzz
STGCN hazdzz
109
504
lgpl-2.1
6
The PyTorch implementation of STGCN.
gcn gnn tcn pytorch road-traffic-prediction
Created 2020-11-16
227 commits to main branch, last one 3 months ago
GraphSAINT
GraphSAINT GraphSAINT
87
476
mit
8
[ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive Learning Method).
gat gcn iclr ipdps jk-net graphsage graph-sampling
Created 2019-02-04
613 commits to master branch, last one 2 years ago
benedekrozemberczki
MixHop-and-N-GCN benedekrozemberczki
55
402
gpl-3.0
15
An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).
gcn ngcn mixhop pytorch walklet deepwalk node2vec walklets tensorflow multi-scale pytorch-cnn convolutional deep-learning graph-attention machine-learning graph-convolution convolutional-layers graph-attention-networks convolutional-neural-networks graph-representation-learning
Created 2019-02-23
141 commits to master branch, last one 2 years ago
benedekrozemberczki
APPNP benedekrozemberczki
49
366
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
Zhongdao
gcn_clustering Zhongdao
86
361
mit
10
Code for CVPR'19 paper Linkage-based Face Clustering via GCN
gcn clustering face-clustering graph-convolutional-networks
Created 2019-04-08
20 commits to master branch, last one 3 years ago
kyzhouhzau
NLPGNN kyzhouhzau
65
332
mit
10
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
gan gcn gin gnn nlp tf2 bert gpt2 albert textcnn textgcn bert-cls bert-ner graphsage albert-ner tensorflow2 message-passing bilstm-attention graph-classfication graph-convolutional-networks
Created 2020-02-25
7 commits to master branch, last one 4 years ago
cszhangzhen
HGP-SL cszhangzhen
55
330
unknown
3
Hierarchical Graph Pooling with Structure Learning
gcn graph pytorch graph-pooling graph-algorithms graph-classification graph-neural-networks graph-level-representation
Created 2019-11-12
23 commits to master branch, last one 3 years ago
gasteigerjo
ppnp gasteigerjo
55
321
mit
10
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
gcn gnn pytorch pagerank tensorflow deep-learning graph-algorithms machine-learning graph-classification graph-neural-networks
Created 2019-02-20
48 commits to master branch, last one about a year ago
malllabiisc
WordGCN malllabiisc
64
290
apache-2.0
14
ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
gcn acl2019 tensorflow word-embeddings deep-learning-tutorial natural-language-processing graph-convolutional-networks
Created 2019-05-17
58 commits to master branch, last one 4 years ago