Example Notebooks

This section contains a collection of example notebooks that demonstrate the use of ZnTrack. For the best experience they can be accessed through an interactive Jupyter-Lab provided by Binder. The notebooks can be found in /examples/docs.

The notebooks are organized in the following way:

• Overview
  • Jupyter Notebook Support
  • Setup
  • Nodes
• Dependencies
  • Node dependencies
  • File dependencies
  • Node attributes as dependencies
• DVC Options - Metrics and Plots
  • The DVC way
  • The ZnTrack way
• Metadata collection with ZnTrack
• Named Nodes
• Functions
  • Pros and Cons
• Custom ZnTrackOptions
• Inheritance
  • Nodes as parameters
• Lazy File Loading
  • Notes
• Optional DVC arguments
  • External
  • no-commit
• Jupyter Support