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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

Related Topics
graph-neural-networks 13 deep-learning 11 pytorch 9 graph-transformer 4 pytorch-geometric 4 gnn 4 gcn 4 machine-learning 3 differential-privacy 3 graph-representation-learning 3 privacy-preserving-machine-learning 2 graph-classification 2 graph 2 transformer 2 attention 2 transformer-networks 2 graph-convolutional-networks 2 transformers 2 python 2 dgl 2 architecture 1 civil-engineering 1 gnn-lspe 1 geometric-deep-learning 1 truss-solver 1 generate-truss-data 1 truss-optimization 1 truss-analysis 1 truss 1 genetic-algorithm 1 optimization 1 python3 1 slientruss3d 1 structure-optimization 1 structural-analysis 1 structural-engineering 1 srl 1 semantic-role-labeling 1 nlp 1 neural-network 1 neural 1 natural-language-processing 1 graph-convolutional-network 1 gcn-architecture 1 crf 1 conditional-random-field 1 biaffine-attention-layer 1 biaffine 1 bert 1 attention-layer 1 tensorflow2 1 tensorflow 1 keras 1 neural-networks 1 deep-graph-library 1 benchmark-framework 1 representation-learning 1 positional-encoding 1 molecules 1 message-passing 1 lspe 1 graphs 1 tcga-data 1 deep-neural-networks 1 bayesian-neural-networks 1 bayesian-deep-learning 1 pyg 1 pooling-layers 1 graph-pooling 1 graph-edit-networks 1 resnet 1 multitask-learning 1 anticancer 1 chemprop 1 antibiotic-resistance 1 seal 1 node2vec 1 node-classification 1 link-prediction 1 source-code-analysis 1 pytorch-lightning 1 android-malware-detection 1 android-malware-analysis 1 android 1 multimodal-graphs 1 multimodal-data 1 cnn 1 cluster 1 usi 1 university-of-lugano 1 universita-della-svizzera-italiana 1 emotion-recognition 1 body-tracking 1 aaai 1 privacy 1 graph-algorithms 1 transformer-models 1 text-classification 1 self-attention 1 node-embeddings 1