Hi guys, we are Antonio Longa a PhD student, and Gabriele Santin a researcher, we are both working at Fondazione Bruno Kessler Trento (ITALY).
This project aims to learn the new amazing framework of Pytorch geometric.
You can find video tutorials and the official website here.
Feel free to join our weekly online tutorial, for more details, have a look at the official website.
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Tutorial1: What is Geometric Deep Learning?
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Tutorial2: PyTorch basics.
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Tutorial3: Graph Attention Network GAT.
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Tutorial4: Convolutional Layers - Spectral methods.
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Tutorial5: Aggregation Functions in GNNs.
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Tutorial6: Graph Autoencoders and Variational Graph Autoencoders.
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Tutorial7: Adversarially regularized GAE and VGAE.
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Tutorial8: Graph Generation.
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Tutorial9: Recurrent Graph Neural Networks.
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Tutorial10: DeepWalk and Node2Vec (Theory).
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Tutorial11: DeepWalk and Node2Vec (Practice).
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Tutorial12: Edge analysis.
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Tutorial12: Metapath2vec.