Linear1D

class astropy.modeling.functional_models.Linear1D(slope=1, intercept=0, **kwargs)

Bases: astropy.modeling.Fittable1DModel

One dimensional Line model.

Parameters:

slope : float

Slope of the straight line

intercept : float

Intercept of the straight line

Other Parameters:  

fixed : a dict, optional

A dictionary {parameter_name: boolean} of parameters to not be varied during fitting. True means the parameter is held fixed. Alternatively the fixed property of a parameter may be used.

tied : dict, optional

A dictionary {parameter_name: callable} of parameters which are linked to some other parameter. The dictionary values are callables providing the linking relationship. Alternatively the tied property of a parameter may be used.

bounds : dict, optional

A dictionary {parameter_name: value} of lower and upper bounds of parameters. Keys are parameter names. Values are a list or a tuple of length 2 giving the desired range for the parameter. Alternatively, the min and max properties of a parameter may be used.

eqcons : list, optional

A list of functions of length n such that eqcons[j](x0,*args) == 0.0 in a successfully optimized problem.

ineqcons : list, optional

A list of functions of length n such that ieqcons[j](x0,*args) >= 0.0 is a successfully optimized problem.

See also

Const1D

Notes

Model formula:

\[f(x) = a x + b\]

Attributes Summary

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).
intercept
linear
param_names
slope

Methods Summary

evaluate(x, slope, intercept)	One dimensional Line model function
fit_deriv(x, slope, intercept)	One dimensional Line model derivative with respect to parameters

Attributes Documentation

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.

intercept = Parameter('intercept', value=0.0)

linear = True

param_names = ('slope', 'intercept')

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

Methods Documentation

static evaluate(x, slope, intercept)

One dimensional Line model function

static fit_deriv(x, slope, intercept)

One dimensional Line model derivative with respect to parameters