A Comprehensive Case-Study of GraphSage using PyTorchGeometric and Open-Graph-Benchmark
August
13,
2021
Tags: ArangoML, Machine Learning, Graph, how to, Graphs, General, graphsage, python, pytorch, ML
Estimated reading time: 1 minutes
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
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