How to create a Graph for Graph Neural Networks

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=zX4jk-1VocE

Welcome to the Basics of DGL. At first, how to construct a DGL Graph? Encode information as (PyTorch) tensors in nodes and edges! How to code (Python) a heterogeneous (knowledge) Graph and extract semantic information? I show you in real time coding. • #DGL_Graph_Construction • #Heterogeneous_Graphs • #PyTorch_SageMaker_Studio_LAB • • Notebook reference/link (credits to): • https://github.com/dbgannon/graphs/bl... • https://docs.dgl.ai/en/0.6.x/tutorial... • Recommended paper: • https://cloud4scieng.org/2020/08/28/d... • 00:00 DGL Graph Construction • 02:02 Assigning Node and Edge Features to Graph • 05:08 Convert DGL to NetworkX • 07:00 Knowledge graphs are heterogeneous • 14:36 DGL Graphs

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