Скачать или смотреть 355 Defining Knowledge Graphs with NetworkX and RDF in Python

In this tutorial, I explore how to define knowledge graphs using Python, specifically with the NetworkX and RDF libraries. I begin with a slide presentation that covers the core concepts of knowledge graphs, NetworkX, and RDF. You'll learn about the fundamentals of RDF, including URIs, Namespaces in RDFlib, and how to compare the definition of various graph elements like nodes, edges, and metadata between NetworkX and RDFlib.

I also explain key concepts such as serialization, querying, and running algorithms on graphs. After the theoretical overview, I walk you through a practical example using Google Colab, where I demonstrate how to define and manipulate knowledge graphs using both NetworkX and RDFlib.

By the end of this tutorial, you’ll have a solid understanding of how to work with knowledge graphs in Python, using these two powerful libraries.

Link to the code: https://github.com/bnsreenu/python_fo...