Tutorials

The tutorials are designed to be self-explanatory, and are set up as Jupyter notebooks that can be accessed read-only through the links below. The original, executable notebook files can be found in the folder pyunicorn/docs/source/examples. For further details on the used classes and methods, please refer to the API documentation.

• Tutorial: Climate Networks
  • Introduction
  • Theory of Climate Networks (CNs)
  • Constructing CNs
  • Plotting CNs
• Tutorial: Coupled Climate Networks
  • Introduction
  • Theory of Interacting Networks
  • Application: Vertical Dynamical Structure of the Earth’s Atmosphere
  • Computing a Coupled Climate Network
  • Plotting some Coupled Network Measures
• Tutorial: Event Series Analysis
  • Event Synchronization (ES)
  • Event Coincidence Analysis (ECA)
  • ES/ECA for Simple Random Event Series
  • ES/ECA for Generating a Climate Network
• Tutorial: Recurrence Networks
  • Introduction
  • Example: Logistic Map
  • Example: Lorenz Attractor
• Tutorial: Visibility Graphs
  • Introduction
  • Theory of Time Series Visibility Graphs (VGs)
  • Application of VGs