CoupledSeriesGenerator (CCM v1.0.0)

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Generates coupled time series where X forces Y for testing CCM implementation.

Summary

Functions

Generates a driving time series X and driven time series Y. X follows a chaotic logistic map, Y is forced by X with some coupling strength.

Generates test data with known causality for CCM validation.

Pretty prints the generated series for inspection.

Functions

generate_coupled_series(length \\ 50, opts \\ [])

Generates a driving time series X and driven time series Y. X follows a chaotic logistic map, Y is forced by X with some coupling strength.

generate_test_cases()

Generates test data with known causality for CCM validation.

run(coupling \\ 0.03)