Exponential1D

class astropy.modeling.functional_models.Exponential1D(amplitude=1, tau=1, **kwargs)

Bases: astropy.modeling.Fittable1DModel

One dimensional exponential model.

Parameters

amplitudefloat, optional

taufloat, optional

See also

Logarithmic1D, Gaussian1D

Attributes Summary

amplitude
input_units	This property is used to indicate what units or sets of units the evaluate method expects, and returns a dictionary mapping inputs to units (or None if any units are accepted).
param_names
tau

Methods Summary

evaluate(x, amplitude, tau)	Evaluate the model on some input variables.
fit_deriv(x, amplitude, tau)	Derivative with respect to parameters

Attributes Documentation

amplitude = Parameter('amplitude', value=1.0)

input_units

This property is used to indicate what units or sets of units the evaluate method expects, and returns a dictionary mapping inputs to units (or None if any units are accepted).

Model sub-classes can also use function annotations in evaluate to indicate valid input units, in which case this property should not be overridden since it will return the input units based on the annotations.

param_names = ('amplitude', 'tau')

tau = Parameter('tau', value=1.0)

Methods Documentation

static evaluate(x, amplitude, tau)

Evaluate the model on some input variables.

static fit_deriv(x, amplitude, tau)

Derivative with respect to parameters