8 results found Sort:

graphdeeplearning
benchmarking-gnns graphdeeplearning
454
2.5k
mit
60
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
333
2.4k
mit
45
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 11 months ago
graphdeeplearning
graphtransformer graphdeeplearning
136
905
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 3 years ago
daiquocnguyen
Graph-Transformer daiquocnguyen
79
657
apache-2.0
10
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 2 years ago
vijaydwivedi75
gnn-lspe vijaydwivedi75
35
248
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
45
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 about a year ago
sisaman
GAP sisaman
12
44
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 about a year ago
willyfh
graph-transformer willyfh
5
29
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 8 months ago