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TutorialsΒΆ

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
    • h_{\mu} and C_{\mu} from the prior
    • Posterior
    • Data
    • Uncertainty in the posterior
    • h_{\mu} and C_{\mu} from the posterior
    • Compare prior and posterior

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Sampling Distributions on the Simplex

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