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A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark

August 13, 202100ArangoML, General, Graphs, how to, Machine LearningTags: arangoml, Graph, graphsage, Machine Learning, ML, python, pytorch

Estimated reading time: 15 minute

This blog post provides a comprehensive study on the theoretical and practical understanding of GraphSage, this notebook will cover:

What is GraphSage
Neighbourhood Sampling
Getting Hands-on Experience with GraphSage and PyTorch Geometric Library
Open-Graph-Benchmark’s Amazon Product Recommendation Dataset
Creating and Saving a model
Generating Graph Embeddings Visualizations and Observations

More info