8 results found Sort:

graphdeeplearning
benchmarking-gnns graphdeeplearning
449
2.5k
mit
59
Repository for benchmarking graph neural networks
dgl pytorch deep-learning benchmark-framework graph-deep-learning graph-neural-networks graph-representation-learning
Created 2020-03-03
45 commits to master branch, last one 2 years ago
danielegrattarola
spektral danielegrattarola
335
2.4k
mit
44
Graph Neural Networks with Keras and Tensorflow 2.
keras python tensorflow tensorflow2 deep-learning graph-deep-learning graph-neural-networks
Created 2019-01-17
1,134 commits to master branch, last one 5 months ago
graphdeeplearning
graphtransformer graphdeeplearning
130
830
mit
16
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
aaai attention transformer transformers graph-transformer graph-deep-learning transformer-networks graph-neural-networks
Created 2020-12-17
13 commits to main branch, last one 2 years ago
daiquocnguyen
Graph-Transformer daiquocnguyen
78
631
apache-2.0
9
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
transformer self-attention node-embeddings graph-embeddings graph-transformer transformer-models graph-deep-learning text-classification graph-classification graph-neural-networks graph-machine-learning graph-representation-learning
Created 2019-08-03
181 commits to master branch, last one about a year ago
vijaydwivedi75
gnn-lspe vijaydwivedi75
33
227
mit
4
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
gnn lspe graphs gnn-lspe attention molecules transformers message-passing graph-transformer graph-deep-learning positional-encoding transformer-networks graph-neural-networks geometric-deep-learning representation-learning graph-representation-learning
Created 2021-09-13
6 commits to main branch, last one 2 years ago
sisaman
LPGNN sisaman
15
43
mit
3
Locally Private Graph Neural Networks (ACM CCS 2021)
pytorch deep-learning pytorch-geometric deep-graph-library graph-deep-learning differential-privacy graph-neural-networks
Created 2020-04-01
799 commits to master branch, last one 10 months ago
sisaman
GAP sisaman
12
40
cc0-1.0
2
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
pytorch deep-learning pytorch-geometric graph-deep-learning differential-privacy graph-neural-networks privacy-preserving-machine-learning
Created 2021-08-19
537 commits to master branch, last one 11 months ago
willyfh
graph-transformer willyfh
4
25
mit
2
An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021
gnn pytorch deep-learning neural-networks graph-transformer graph-deep-learning graph-neural-networks
Created 2023-01-17
22 commits to main branch, last one 2 months ago