hyperspy._components.polynomial_deprecated module

class hyperspy._components.polynomial_deprecated.Polynomial(order=2, legacy=True, module='numexpr', **kwargs)

Bases: hyperspy.component.Component

n-order polynomial component. (DEPRECATED) Polynomial component defined by the coefficients parameters which is an array of len the order of the polynomial. For example, the [1,2,3] coefficients define the following 3rd order polynomial: f(x) = 1x² + 2x + 3 Polynomial will be replaced by Polynomial2

This API is deprecated and will be replaced by hyperspy._components.polynomial.Polynomial in HyperSpy v2.0. To use the new API, set legacy to False.

coeffcients
Type

array

Polynomial component (DEPRECATED)

This API is deprecated and will be replaced by hyperspy._components.polynomial.Polynomial in HyperSpy v2.0. To use the new API, set legacy to False.

Parameters
estimate_parameters(signal, x1, x2, only_current=False)

Estimate the parameters by the two area method :param signal: :type signal: Signal1D instance :param x1: Defines the left limit of the spectral range to use for the

estimation.

Parameters

  • x2 (float) – Defines the right limit of the spectral range to use for the estimation.

  • only_current (bool) – If False estimates the parameters for the full dataset.

Returns

Return type

bool

function(x)
function_nd(axis)

Returns a numpy array containing the value of the component for all indices. If enough memory is available, this is useful to quickly to obtain the fitted component without iterating over the navigation axes.

get_polynomial_order()
grad_coefficients(x)
grad_one_coefficient(x, index)

Returns the gradient of one coefficient