Node feature importance of Graph convolutional neural network #chemoinformatics #memo

I wrote blog post about GCN with pytorch_geometric before.https://iwatobipen.wordpress.com/2019/04/05/make-graph-convolution-model-with-geometric-deep-learning-extension-library-for-pytorch-rdkit-chemoinformatics-pytorch/ Recently graph based approach is very hot area in chemoinformatics I think. Lots of articles are published with new architecture. However there are few discussions about node features. Recently I am thinking about the importance of node feature. Today I checked it with very simple code.Continue reading “Node feature importance of Graph convolutional neural network #chemoinformatics #memo”

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