iqm.cpc.core.dataset.compute_2d_fit

Contents

iqm.cpc.core.dataset.compute_2d_fit#

iqm.cpc.core.dataset.compute_2d_fit(x_values, y_values, z_values, model, estimates, cloned_arguments=None, only_index_y=False, **curve_fit_kwargs)#

Compute and return the fit results for a 2-dimensional array of values

Parameters:

  • x_values (ndarray[Any, Any]) – The primary independent variable

  • y_values (ndarray[Any, Any]) – The secondary independent variable, also used as an index

  • z_values (ndarray[Any, Any]) – The dependent variable

  • model (Callable) – The function to use for fitting

  • estimates (dict) – Guesses of possible parameter values for the fit function

  • cloned_arguments (None | Iterable[str]) – list of arguments to the model which should be fitted separately for each y value

  • **curve_fit_kwargs – Additional named arguments for the curve fit function

  • only_index_y (bool)

Return type:

tuple[dict, ndarray]

Contents