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Sandbox for GNN Architectures

This repository contains a collection of notebooks and automation scripts for designing GNN architectures (for particle track detection, ostensibly - though any datasets could be used) manually or via grid-scanning methods.

Contents

  • Sandbox.ipnb: This is the main gateway to the design code. Contains interactive methods for generating and loading data, and designing architectures around this.
  • /notebooks: Directory containing some concrete architectures. They are mostly for development of the repo itself.

Interactivity

Much of the Sandbox notebook is interactive, and contains some visual icing. To view it properly, view the Binder page of the notebook:

Binder

NB: The Binder server may take 45-60 seconds to fire up.