GitHub - Kric123/ASD_Graph_Project: GraphSAGE node classification predicting autism risk in genes from protein interaction data, with GCN and MLP baselines. Published in Genes (2024) and at IEEE/CSCE (2023). · GitHub

Name		Name	Last commit message	Last commit date
Graph Node Classificaiton-Upsample_GCN.ipynb		Graph Node Classificaiton-Upsample_GCN.ipynb
Graph Node Classificaiton-Upsample_GCN_binary-class.ipynb		Graph Node Classificaiton-Upsample_GCN_binary-class.ipynb
Graph Node Classificaiton-Upsample_GCN_multi-class.ipynb		Graph Node Classificaiton-Upsample_GCN_multi-class.ipynb
Graph Node Classificaiton-Upsample_MLP_binary-class.ipynb		Graph Node Classificaiton-Upsample_MLP_binary-class.ipynb
Graph Node Classificaiton-Upsample_MLP_multi-class.ipynb		Graph Node Classificaiton-Upsample_MLP_multi-class.ipynb
Graph Node Classificaiton-Upsample_Sage_binary-class.ipynb		Graph Node Classificaiton-Upsample_Sage_binary-class.ipynb
Graph Node Classificaiton-Upsample_Sage_featureless.ipynb		Graph Node Classificaiton-Upsample_Sage_featureless.ipynb
Graph Node Classificaiton-Upsample_Sage_multi-class.ipynb		Graph Node Classificaiton-Upsample_Sage_multi-class.ipynb
Labels.txt		Labels.txt
Multi-Labels.txt		Multi-Labels.txt
interactions_smote.csv		interactions_smote.csv

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GraphSAGE node classification predicting autism risk in genes from protein interaction data, with GCN and MLP baselines. Published in Genes (2024) and at IEEE/CSCE (2023).

autism-research bioinformatics graph-neural-networks graphsage node-classification pytorch

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