Projects in Awesome Lists tagged with graph-deep-learning

A curated list of projects in awesome lists tagged with graph-deep-learning .

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https://github.com/graphdeeplearning/benchmarking-gnns

Repository for benchmarking graph neural networks (JMLR 2023)

benchmark-framework deep-learning dgl graph-deep-learning graph-neural-networks graph-representation-learning pytorch

Last synced: 15 May 2025

https://github.com/danielegrattarola/spektral

Graph Neural Networks with Keras and Tensorflow 2.

deep-learning graph-deep-learning graph-neural-networks keras python tensorflow tensorflow2

Last synced: 14 May 2025

https://github.com/graphdeeplearning/graphtransformer

Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

aaai attention graph-deep-learning graph-neural-networks graph-transformer transformer transformer-networks transformers

Last synced: 21 Jul 2025

https://github.com/daiquocnguyen/Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

graph-classification graph-deep-learning graph-embeddings graph-machine-learning graph-neural-networks graph-representation-learning graph-transformer node-embeddings self-attention text-classification transformer transformer-models

Last synced: 27 Mar 2025

https://github.com/vijaydwivedi75/gnn-lspe

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

attention geometric-deep-learning gnn gnn-lspe graph-deep-learning graph-neural-networks graph-representation-learning graph-transformer graphs lspe message-passing molecules positional-encoding representation-learning transformer-networks transformers

Last synced: 03 Apr 2025

https://github.com/sisaman/LPGNN

Locally Private Graph Neural Networks (ACM CCS 2021)

deep-graph-library deep-learning differential-privacy graph-deep-learning graph-neural-networks pytorch pytorch-geometric

Last synced: 20 Mar 2025

https://github.com/willyfh/graph-transformer

An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

deep-learning gnn graph-deep-learning graph-neural-networks graph-transformer neural-networks pytorch

Last synced: 12 Jun 2025

https://github.com/leo27945875/python_stable_3d_truss_analysis

slientruss3d : Python for stable truss analysis and optimization tool

architecture civil-engineering deep-learning generate-truss-data genetic-algorithm graph-deep-learning optimization python python3 pytorch pytorch-geometric slientruss3d structural-analysis structural-engineering structure-optimization truss truss-analysis truss-optimization truss-solver

Last synced: 25 Jul 2025

https://github.com/ericmjl/graph-deep-learning-demystified

An attempt at demystifying graph deep learning

gnn graph-deep-learning graph-neural-networks

Last synced: 10 Apr 2025

https://github.com/eurus-holmes/tumor2graph

Tumor2Graph: a novel Overall-Tumor-Profile-derived virtual graph deep learning for predicting tumor typing and subtyping.

cluster cnn gcn gnn graph-deep-learning multimodal-data multimodal-graphs tcga-data

Last synced: 02 May 2025