Tutorials

Here you will find tutorials showing example usage of CMPy for actual computational mechanics research.

• Onset of Chaos
  • Figure 1: Reconstructing the Route to Chaos
  • Figure 2: Complexity-Entropy Diagram
• Statistical Complexity Tutorial
• Stationary Distribution Tutorial
• How to calculate the entropy rate hmu of a process
• Block Entropy Tutorial
• Excess Entropy Tutorial
• Epsilon Machine Inference Tutorial
• Transient Information Tutorial
• Mealy and Moore HMMs
  • Objective
  • Nomenclature
  • MealyHMM
  • MooreHMM
• Decomposition of a Single Observation
• Printing a Table of Process Properties
• Infer machine
  • Machine – data source and topology
  • Prior
  • Uncertainty in the prior
  • and from the prior
  • Posterior
  • Data
  • Uncertainty in the posterior
  • and from the posterior
  • Compare prior and posterior