GitHub topics: graph-deep-learning
danielegrattarola/spektral
Graph Neural Networks with Keras and Tensorflow 2.
Language: Python - Size: 12.8 MB - Last synced at: about 17 hours ago - Pushed at: almost 2 years ago - Stars: 2,389 - Forks: 342
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: about 2 months ago - Pushed at: over 1 year ago - Stars: 35 - Forks: 6
daiquocnguyen/Graph-Transformer
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Language: Python - Size: 109 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 675 - Forks: 77
riskaudit/GraphCSVAE
GraphCSVAE: Graph Categorical Structured Variational Autoencoder for Spatiotemporal Auditing of Physical Vulnerability Towards Sustainable Post-Disaster Risk Reduction
Language: MATLAB - Size: 145 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
leo27945875/Python_Stable_3D_Truss_Analysis
slientruss3d : Python for stable truss analysis and optimization tool
Language: Python - Size: 5.44 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 7
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 months ago - Pushed at: over 4 years ago - Stars: 983 - Forks: 142
sisaman/LPGNN
Locally Private Graph Neural Networks (ACM CCS 2021)
Language: Jupyter Notebook - Size: 7.31 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 47 - Forks: 16
graphdeeplearning/benchmarking-gnns
Repository for benchmarking graph neural networks (JMLR 2023)
Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 2,587 - Forks: 456
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: 8 months ago - Pushed at: almost 4 years ago - Stars: 253 - Forks: 36
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: 5 months ago - Pushed at: over 4 years ago - Stars: 38 - Forks: 9
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: 5 months ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 1
sisaman/ProGAP
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)
Language: Jupyter Notebook - Size: 7.38 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 2
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: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0
KarolinaGustavsson/Antibiotics_Chemprop
Antibiotic discovery using graph deep learning, with Chemprop.
Language: Python - Size: 372 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 2
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: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ericmjl/graph-deep-learning-demystified
An attempt at demystifying graph deep learning
Language: HTML - Size: 67.4 KB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 0
armanihm/GDC
Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch
Language: Python - Size: 1.69 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 15
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: over 2 years ago - Pushed at: about 3 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: over 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
sisaman/GAP
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
Language: Jupyter Notebook - Size: 3.32 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 3
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: about 1 month ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0
codingClaire/GraphPoolingGarden
A repo for baseline of graph pooling.
Language: Python - Size: 80.1 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0