mooonpy.fitting.fitting module

class mooonpy.fitting.fitting.CurveFit(x, y, name=None, function=None, ic=None, limits=None)[source]

Bases: object

Base class for fitting curves, subclasses have specific tools, plot and attributes

Parameters:

x – 1D array
y – 1D array
name – str
model – lmfit.models.Model (or None)

best_guess(guess_list=None, mode='r2')[source]

def_limit = (-inf, inf)

default_fit_kws = {'max_nfev': 5000, 'method': 'lstsq'}

fit_model()[source]

get_fit_params()[source]

guess_ic(guess=None)[source]

guess_limit()[source]

make_params()[source]

run_default()[source]

class mooonpy.fitting.fitting.Linear(x, y, name=None, function=None, ic=None, limits=None)[source]

Bases: CurveFit

Linear Function Fit

Parameters:

x – 1D array
y – 1D array
name – str
model – lmfit.models.Model (or None)