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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

Table of Contents

  • Introduction
  • Getting Started
  • Package Overview
  • Tutorials
    • Tutorial: Climate Networks
    • Tutorial: Coupled Climate Networks
    • Tutorial: Event Series Analysis
    • Tutorial: Recurrence Networks
    • Tutorial: Visibility Graphs
  • API
  • Publications
  • Changelog
  • Tuturials
  • Test suite
  • License
  • Contact

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