Topic: "graph-deep-learning"
graphdeeplearning/benchmarking-gnns
Repository for benchmarking graph neural networks (JMLR 2023)
Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 2,587 - Forks: 456

danielegrattarola/spektral
Graph Neural Networks with Keras and Tensorflow 2.
Language: Python - Size: 12.8 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 2,377 - Forks: 333

graphdeeplearning/graphtransformer
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
Language: Python - Size: 170 KB - Last synced at: 4 days ago - Pushed at: almost 4 years ago - Stars: 971 - Forks: 141

daiquocnguyen/Graph-Transformer
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Language: Python - Size: 109 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 622 - Forks: 77

vijaydwivedi75/gnn-lspe
Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022
Language: Python - Size: 267 KB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 253 - Forks: 36

sisaman/LPGNN
Locally Private Graph Neural Networks (ACM CCS 2021)
Language: Jupyter Notebook - Size: 7.31 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 16

armanihm/GDC
Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch
Language: Python - Size: 1.69 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 44 - Forks: 15

willyfh/graph-transformer
An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021
Language: Python - Size: 483 KB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 6

leo27945875/Python_Stable_3D_Truss_Analysis
slientruss3d : Python for stable truss analysis and optimization tool
Language: Python - Size: 5.44 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 7

sisaman/GAP
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 23 - Forks: 3

vinayakakv/android-malware-detection 📦
Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 14 - Forks: 7

andreabac3/NLP-Semantic-Role-Labeling
NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch
Language: Python - Size: 4.4 MB - Last synced at: 16 days ago - Pushed at: over 4 years ago - Stars: 13 - Forks: 1

ericmjl/graph-deep-learning-demystified
An attempt at demystifying graph deep learning
Language: HTML - Size: 67.4 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

Eurus-Holmes/Tumor2Graph
Tumor2Graph: a novel Overall-Tumor-Profile-derived virtual graph deep learning for predicting tumor typing and subtyping.
Language: Python - Size: 3.83 MB - Last synced at: 6 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0

sisaman/ProGAP
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)
Language: Jupyter Notebook - Size: 7.38 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 6 - Forks: 2

KarolinaGustavsson/Antibiotics_Chemprop
Antibiotic discovery using graph deep learning, with Chemprop.
Language: Python - Size: 372 KB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

codingClaire/GraphPoolingGarden
A repo for baseline of graph pooling.
Language: Python - Size: 80.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

SeyedMuhammadHosseinMousavi/Action-and-Emotion-Recognition-by-Graph-Convolutional-Network
Graph Deep Learning Course Presentation - Action and Emotion Recognition by Graph Convolutional Network(GCN)
Language: Python - Size: 5.83 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

mldlproject/2024-iACP-GCR
Source code and data of the paper entitled "iACP-GCR: Identifying multi-target anticancer compounds using multitask learning on graph convolutional residual neural networks"
Language: Python - Size: 5.45 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

felixboelter/Non-Markovian-Graph-Edit-Networks
Non markovian extension to the graph edit network model proposed by Paassen et al.
Language: Jupyter Notebook - Size: 5.3 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

SkyRiver-2000/EE226-Final-Project
Final assignment of EE226 course in SJTU by Group 12
Language: Python - Size: 49.7 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
