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Data Reduction Network (DRN)

  • Example Contents:
    • DRNSolarFlaresDemo.ipynb - Demonstration Notebook
      • This notebook demonstrates the fundamental process of transforming categorical data into a DRN. For this demonstration, we've chosen to use the libraries networkx and pyvis. However, the methodology is not exclusive to these libraries; any graph visualization algorithm can be employed
    • Solar Flare Data taken from: http://archive.ics.uci.edu/dataset/89/solar+flare

Library Project:

Currently, the technique involves an ad hoc combination of graph manipulation using networkx, coupled with pyvis for visualization. As the technique matures, including improvements in data handling, we aim to evolve this into a comprehensive package.