My-GNN-Learning-Notes

This repository contains my learning notes on Graph Neural Networks (GNNs).

For guidance on setting up the environment and installing necessary dependencies, refer to this Colab notebook.

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
02-Node-embeddings		02-Node-embeddings
03-Graph-neural-networks/3.1-Semi-Supervised-Classification-with-Graph-Convolutional-Networks		03-Graph-neural-networks/3.1-Semi-Supervised-Classification-with-Graph-Convolutional-Networks
04-A-general-perspective-on-GNNs		04-A-general-perspective-on-GNNs
05-GNN-augmentation-and-training/5.1-Hierarchical Graph Representation Learning with Differentiable Pooling		05-GNN-augmentation-and-training/5.1-Hierarchical Graph Representation Learning with Differentiable Pooling
06-Theory-of-GNNs/6.1-How Powerful are Graph Neural Networks		06-Theory-of-GNNs/6.1-How Powerful are Graph Neural Networks
07-Theory-of-GNNs 2		07-Theory-of-GNNs 2
08-Graph-Transformers		08-Graph-Transformers
09-Heterogenous-graphs		09-Heterogenous-graphs
10-Knowledge-graphs		10-Knowledge-graphs
11-Reasoning-over-knowledge-graphs		11-Reasoning-over-knowledge-graphs
12-GNNs-for-recommender-systems		12-GNNs-for-recommender-systems
colab		colab
homework		homework
ppt		ppt
reference		reference
README.md		README.md

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