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graph-deep-learning

Here are 18 public repositories matching this topic...

spektral

danielegrattarola / spektral

Graph Neural Networks with Keras and Tensorflow 2.

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

Updated Dec 2, 2022
Python

graphdeeplearning / benchmarking-gnns

Repository for benchmarking graph neural networks

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

Updated Aug 31, 2022
Jupyter Notebook

graphtransformer

graphdeeplearning / graphtransformer

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

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

Updated Jul 27, 2021
Python

daiquocnguyen / Graph-Transformer

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

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

Updated Aug 16, 2022
Python

gnn-lspe

vijaydwivedi75 / gnn-lspe

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

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

Updated Feb 10, 2022
Python

armanihm / GDC

Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch

machine-learning deep-neural-networks deep-learning graph-convolutional-networks gcn bayesian-neural-networks gcnn bayesian-deep-learning graph-neural-networks graph-neural-network graphneuralnetwork graph-deep-learning

Updated Aug 13, 2020
Python

sisaman / LPGNN

Locally Private Graph Neural Networks (ACM CCS 2021)

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

Updated Nov 22, 2021
Jupyter Notebook

andreabac3 / NLP-Semantic-Role-Labeling

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

nlp natural-language-processing neural-network crf pytorch neural bert gcn srl semantic-role-labeling biaffine graph-convolutional-network attention-layer gcn-architecture graph-deep-learning conditional-random-field biaffine-attention-layer

Updated Sep 12, 2020
Python

ericmjl / graph-deep-learning-demystified

Sponsor

An attempt at demystifying graph deep learning

graph-neural-networks gnn graph-deep-learning

Updated Oct 30, 2021
HTML

Eurus-Holmes / Tumor2Graph

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

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

Updated Sep 2, 2021
Python

sisaman / GAP

GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation (USENIX Security '23)

deep-learning pytorch differential-privacy graph-neural-networks privacy-preserving-machine-learning pytorch-geometric graph-deep-learning

Updated Dec 2, 2022
Jupyter Notebook

KarolinaGustavsson / Antibiotics_Chemprop

Antibiotic discovery using graph deep learning, with Chemprop.

machine-learning antibiotic-resistance graph-deep-learning chemprop

Updated Mar 16, 2022
Python

leo27945875 / Python_Stable_3D_Truss_Analysis

slientruss3d : Python for stable truss analysis and optimization tool

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

Updated Oct 21, 2022
Python

SkyRiver-2000 / EE226-Final-Project

Final assignment of EE226 course in SJTU by Group 12

seal link-prediction gcn node2vec node-classification graph-deep-learning

Updated Jan 11, 2022
Python

codingClaire / GraphPoolingGarden

A repo for baseline of graph pooling.

graph pytorch pooling-layers graph-classification pyg graph-neural-networks graph-pooling graph-deep-learning

Updated Nov 14, 2022
Python

indropal / GraphDLBioMolecules

Deep Learning with Graph Representation of Bio-Molecules to estimate physical Properties

bioinformatics deep-learning pytorch neural-networks gnns pytorch-geometric biomolecular-structures graph-deep-learning gnn-architectures biomolecular-data

Updated Nov 21, 2022
Jupyter Notebook

felixboelter / Non-Markovian-Graph-Edit-Networks

Non markovian extension to the graph edit network model proposed by Paassen et al.

deep-learning graph-neural-networks graph-deep-learning graph-edit-networks

Updated Sep 23, 2022
Jupyter Notebook

mldlproject / 2022-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"

machine-learning deep-learning resnet graph-convolutional-networks multitask-learning graph-deep-learning anticancer

Updated Oct 22, 2022
Python

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