smpl.fit.fit_kwargs

smpl.fit.fit_kwargs(kwargs)

Set default fit_kwargs() if not set.

fit_kwargs	default	description
params	None	Initial fit parameters
fixed_params	True	Enable fixing parameters by choosing the same-named variables from kwargs.
maxfev	10000	Maximum function evaluations during fitting.
epsfcn	0.0001	Suitable step length for jacobian approximation.
xvar	None	Variable in fit function parameters that corresponds to the x axis. If it is None the last of the alphabetical sorted parameters is used.
autotqdm	True	Auto fitting display tqdm
fitter	Fitter.AUTO	Choose from :class:`Fitter`s.

Set default data_kwargs() if not set.

data_kwargs	default	description
frange	None	Limit the fit to given range. First integer is the lowest and second the highest index.
fselector	None	Function that takes x and y as parameters and returns an array mask in order to limit the data points for fitting. Alternatively a mask for selecting elements from datax and datay.
sortbyx	True	Enable sorting the x and y data so that x is sorted.
bins	0	Number of bins for histogram
binunc	poisson_dist	Number of bins for histogram
xerror	True	enable xerrors
yerror	True	enable yerrors