SEC.Models.EdmEstimatorImpl

SEC.Models.EdmEstimatorImpl#

SEC.Models.EdmEstimatorImpl.py

guess(x, y, init_params=None, debug=False, debug_info=None)#

Guess initial parameters for the EDM model based on the given curve (x, y). N, T, N0, t0, poresize

Parameters:

  • x (array-like) – The x values of the curve.

  • y (array-like) – The y values of the curve.

  • init_params (tuple, optional) – Initial guess for the parameters. If None, a guess will be made.

  • debug (bool, optional) – If True, debug information will be printed and plots will be shown.

  • debug_info (dict, optional) – Additional debug information.

Returns:

params – Estimated parameters (N, T, me, mp, x0, tI, N0, poresize, timescale).

Return type:

tuple

guess_multiple_impl(x, y, xr_ccurves, respect_egh=False, debug=False)#

Guess initial parameters for multiple EDM component curves based on the given curve (x, y). N, T, N0, t0, poresize

Parameters:

  • x (array-like) – The x values of the curve.

  • y (array-like) – The y values of the curve.

  • xr_ccurves (list of EdmComponentCurve) – The list of EDM component curves.

  • respect_egh (bool, optional) – If True, respect the EGH parameters of the component curves.

  • debug (bool, optional) – If True, debug information will be printed and plots will be shown.

Returns:

params_array – Estimated parameters for each component curve.

Return type:

ndarray

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