Linear1D

class astropy.modeling.functional_models.Linear1D(slope, intercept, **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

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

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

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

eqcons : list

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

ineqcons : list

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:

Attributes Summary

input_names	list() -> new empty list
intercept
linear	bool(x) -> bool
param_names	list() -> new empty list
slope

Methods Summary

eval(*args, **kwargs)	Deprecated since version 1.0.
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_names = ['x']

intercept

linear = True

param_names = ['slope', 'intercept']

slope

Methods Documentation

static eval(*args, **kwargs)

Deprecated since version 1.0: The eval method is deprecated and may be removed in a future version. Use Linear1D.evaluate instead.

One dimensional Line model function

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