graph-deep-learning

There are 6 repositories under graph-deep-learning topic.

graphdeeplearning / benchmarking-gnns
Repository for benchmarking graph neural networks
benchmark-framework deep-learning dgl graph-deep-learning graph-neural-networks graph-representation-learning pytorch
Language:Jupyter Notebook 2429
spektral
danielegrattarola / spektral
Graph Neural Networks with Keras and Tensorflow 2.
deep-learning graph-deep-learning graph-neural-networks keras python tensorflow tensorflow2
Language:Python 2346
graphtransformer
graphdeeplearning / graphtransformer
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
graph-transformer transformers transformer attention graph-neural-networks graph-deep-learning aaai transformer-networks
Language:Python 810
daiquocnguyen / Graph-Transformer
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
graph-representation-learning graph-classification graph-neural-networks node-embeddings graph-embeddings graph-transformer self-attention transformer graph-machine-learning text-classification transformer-models graph-deep-learning
Language:Python 621
gnn-lspe
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
Language:Python 223
armanihm / GDC
Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch
graphneuralnetwork deep-learning deep-neural-networks gcn gcnn machine-learning bayesian-neural-networks bayesian-deep-learning graph-deep-learning graph-neural-networks graph-neural-network graph-convolutional-networks
Language:Python 49
sisaman / LPGNN
Locally Private Graph Neural Networks (ACM CCS 2021)
graph-neural-networks differential-privacy deep-learning pytorch pytorch-geometric graph-deep-learning deep-graph-library
Language:Jupyter Notebook 43
sisaman / GAP
GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)
deep-learning pytorch differential-privacy graph-neural-networks pytorch-geometric graph-deep-learning privacy-preserving-machine-learning
Language:Jupyter Notebook 40
vinayakakv / android-malware-detection
Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.
android android-malware-detection android-malware-analysis deep-learning graph-deep-learning dgl pytorch-lightning pytorch source-code-analysis
Language:Jupyter Notebook 28
willyfh / graph-transformer
An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021
gnn graph-deep-learning graph-neural-networks graph-transformer neural-networks deep-learning pytorch
Language:Python 23
leo27945875 / Python_Stable_3D_Truss_Analysis
slientruss3d : Python for stable truss analysis and optimization tool
truss truss-solver truss-analysis truss-optimization structural-engineering structural-analysis civil-engineering python python3 architecture slientruss3d structure-optimization genetic-algorithm optimization generate-truss-data deep-learning graph-deep-learning pytorch pytorch-geometric
Language:Python 19
andreabac3 / NLP-Semantic-Role-Labeling
NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch
gcn gcn-architecture graph-deep-learning nlp natural-language-processing semantic-role-labeling srl bert graph-convolutional-network biaffine-attention-layer biaffine attention-layer pytorch neural neural-network crf conditional-random-field
Language:Python 11
ericmjl / graph-deep-learning-demystified
An attempt at demystifying graph deep learning
gnn graph-neural-networks graph-deep-learning
Language:HTML 8
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
Language:Python 7
sisaman / ProGAP
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees (WSDM 2024)
deep-learning differential-privacy graph graph-algorithms graph-deep-learning graph-neural-networks privacy privacy-preserving-machine-learning pytorch pytorch-geometric
Language:Jupyter Notebook 5
codingClaire / GraphPoolingGarden
A repo for baseline of graph pooling.
graph graph-classification graph-pooling pooling-layers graph-deep-learning graph-neural-networks pyg pytorch
Language:Python 3
KarolinaGustavsson / Antibiotics_Chemprop
Antibiotic discovery using graph deep learning, with Chemprop.
machine-learning graph-deep-learning chemprop antibiotic-resistance
Language:Python 3
indropal / GraphDLBioMolecules
Deep Learning with Graph Representation of Bio-Molecules to estimate physical Properties
bioinformatics biomolecular-data biomolecular-structures deep-learning gnn-architectures gnns graph-deep-learning neural-networks pytorch pytorch-geometric
Language:Jupyter Notebook 1
mldlproject / 2023-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"
anticancer deep-learning graph-convolutional-networks graph-deep-learning multitask-learning resnet machine-learning
Language:Python 0
SkyRiver-2000 / EE226-Final-Project
Final assignment of EE226 course in SJTU by Group 12
seal node2vec node-classification link-prediction gcn graph-deep-learning
Language:Python 0
felixboelter / Non-Markovian-Graph-Edit-Networks
Non markovian extension to the graph edit network model proposed by Paassen et al.
deep-learning graph-deep-learning graph-neural-networks graph-edit-networks
Language:Jupyter Notebook

graph-deep-learning

graphdeeplearning / benchmarking-gnns

danielegrattarola / spektral

graphdeeplearning / graphtransformer

daiquocnguyen / Graph-Transformer

vijaydwivedi75 / gnn-lspe

armanihm / GDC

sisaman / LPGNN

sisaman / GAP

vinayakakv / android-malware-detection

willyfh / graph-transformer

leo27945875 / Python_Stable_3D_Truss_Analysis

andreabac3 / NLP-Semantic-Role-Labeling

ericmjl / graph-deep-learning-demystified

Eurus-Holmes / Tumor2Graph

sisaman / ProGAP

codingClaire / GraphPoolingGarden

KarolinaGustavsson / Antibiotics_Chemprop

indropal / GraphDLBioMolecules

mldlproject / 2023-iACP-GCR

SkyRiver-2000 / EE226-Final-Project

felixboelter / Non-Markovian-Graph-Edit-Networks