graph-neural-networks
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Introduction to Graph Neural Networks
Interested in Graph Neural Networks and want a roadmap on how to get started? In this article, we'll give a brief outline of the field and share blogs and resources!
395 views
Last edit 1 year agoA Brief Introduction to Graph Contrastive Learning
This article provides an overview of "Deep Graph Contrastive Representation Learning" and introduces a general formulation for Contrastive Representation Learning on Graphs using W&B for interactive visualizations. It includes code samples for you to follow!
1133 views Last edit 1 year agoAn Introduction to Message Passing Graph Neural Networks
This article provides a beginner-friendly introduction to Message Passing Graph Neural Networks (MPGNNs), which apply deep learning paradigms to graphical data.
987 views Last edit 1 year agoAn Introduction to Convolutional Graph Neural Networks
This article provides a beginner-friendly introduction to Convolutional Graph Neural Networks (GCNs), which apply deep learning paradigms to graphical data.
484 views Last edit 1 year agoAn Introduction to Graph Attention Networks
This article provides a beginner-friendly introduction to Attention based Graphical Neural Networks (GATs), which apply deep learning paradigms to graphical data.
566 views Last edit 1 year ago