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"""
models: sample models and functions prepared for use in mystic
Functions
=========
Standard test functions for minimizers:
rosenbrock -- Rosenbrock's function
step -- De Jong's step function
quartic -- De Jong's quartic function
shekel -- Shekel's function
corana1d,2d,3d,4d -- Corana's function
fosc3d -- the fOsc3D Mathematica function
griewangk -- Griewangk's function
zimmermann -- Zimmermann's function
wavy1 -- a simple sine-based multi-minima function
wavy2 -- another simple sine-based multi-minima function
Models
======
Curve fitting tests:
disk_coverage -- minimal disk for covering a set of points
lorentzian -- Lorentzian peak model
decay -- Bevington & Robinson's model of dual exponential decay
mogi -- Mogi's model of surface displacements from a point spherical
source in an elastic half space
For each model s there will be a sample data set:
s_data = {'x':x, 'y':y, 'dy':dy}
and generating parameters if they are available:
s_pars = { ... }
"""
# models
from .mogi import mogi
from .br8 import dual_exponential as decay, data as decay_data
from .lorentzian import lorentzian, data as lorentzian_data, coeff as lorenztian_pars
from .circle import disk_coverage, simulate_circle, simulate_disk
# functions
from .dejong import rosenbrock, step, quartic, shekel
from .corana import corana1d, corana2d, corana3d, corana4d
from .fosc3d import fOsc3D
from .griewangk import griewangk
from .zimmermann import zimmermann
from .wavy import wavy1, wavy2
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