Example Timeseries (peccary.examples)

Introduction

The examples module provides a variety of different systems for testing the PECCARY method. These range from discrete and chaotic systems to noisy systems.

API

peccary.examples Module

Test functions for PECCARY method.

The functions and classes in the examples module consist of different functions and physical systems used for testing PECCARY

Functions

henonMap(n[, a, b])	Generate timeseries from Hénon map.
tentMap(n[, mu])	Generate timeseries from tent map with parameter \(\mu\)
asymmTentMap(n[, a])	Generate timeseries from asymmetric tent map with parameter \(a\)
logisticMap(n[, r])	Generate timeseries from logistic map with growth rate parameter \(r\)

Classes

lorenz([s, r, b, initialVals])	The lorenz class can be used to generate the x-, y-, and z-coordinates of the Lorenz strange attractor, which is chaotic for certain values of the input parameters \(\sigma\), \(\rho\), and \(\beta\).
doublePendulum([L1, L2, M1, M2])	The doublePendulum class can be used to generate the x- and y-timeseries of a specified double pendulum system.
noiseColors(n)	The noiseColors class generates noisy timeseries of length n with different power spectra.