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Search results for classification graph neural networks
classification
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graph-neural-networks
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14 search results found
Stellargraph
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2,768
StellarGraph - Machine Learning on Graphs
Ktrain
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1,188
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Graph Transformer
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408
Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)
Seal Ci
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201
A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)
Lamp
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78
ECML 2019: Graph Neural Networks for Multi-Label Classification
Ctgcn
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72
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
Hiagm
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42
Hierarchy-Aware Global Model for Hierarchical Text Classification
Bmvc_2019
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41
PyTorch code for our BMVC 2019 paper "Image Classification with Hierarchical Multigraph Networks"
Texting
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37
Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."
Benchmark_dataset_for_graph_classification
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33
This repository contains a dataset for testing graph classification algorithms, such as Graph Kernels and Graph Neural Networks.
Well Classified Examples Are Underestimated
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24
Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"
Demo Net
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18
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
Lg Gnn
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17
This repo is the official implementation of "Classification of Brain Disorders in rs-fMRI via Local-to-Global Graph Neural Networks" published in IEEE Transactions on Medical Imaging.
Torch Rgcn
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9
A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).
Asd_gp_gcn
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6
ASD diagnosis on ABIDE I
Gcn_for_eeg
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5
Graph Convolutional Networks for 4-class EEG Classification
Reproduciblefedgnn
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5
Investigating the reproducibility of federated GNN models
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1-14 of 14 search results
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