Package parsimony :: Package functions :: Module properties :: Class Continuation

Class Continuation

object --+
         |
        Continuation

Known Subclasses:

Nested Classes

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__metaclass__
Metaclass for defining Abstract Base Classes (ABCs).

Instance Methods

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mu_opt(self, eps)
The optimal value of mu given epsilon.

source code

eps_opt(self, mu)
The optimal value of epsilon given mu.

source code

eps_max(self, mu)
The maximum value of epsilon.

source code

mu_max(self, eps)
The maximum value of mu.

source code

Inherited from object: __delattr__, __format__, __getattribute__, __hash__, __init__, __new__, __reduce__, __reduce_ex__, __repr__, __setattr__, __sizeof__, __str__, __subclasshook__

Class Variables

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__abstractmethods__ = frozenset(['eps_max', 'eps_opt', 'mu_max...

_abc_cache = <_weakrefset.WeakSet object at 0x30d80d0>

_abc_negative_cache = <_weakrefset.WeakSet object at 0x30d8150>

_abc_negative_cache_version = 10

_abc_registry = <_weakrefset.WeakSet object at 0x30b1fd0>

Properties

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Inherited from object: __class__

Method Details

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mu_opt(self, eps)

source code

The optimal value of mu given epsilon.

Parameters
----------
eps : Positive float. The desired precision.

Returns
-------
mu : Positive float. The optimal regularisation parameter.

Decorators:

@abc.abstractmethod

eps_opt(self, mu)

source code

The optimal value of epsilon given mu.

Parameters
----------
mu : Positive float. The regularisation constant of the smoothing.

Returns
-------
eps : Positive float. The optimal precision.

Decorators:

@abc.abstractmethod

eps_max(self, mu)

source code

The maximum value of epsilon.

Parameters
----------
mu : Positive float. The regularisation constant of the smoothing.

Returns
-------
eps : Positive float. The upper limit, the maximum, precision.

Decorators:

@abc.abstractmethod

mu_max(self, eps)

source code

The maximum value of mu.

Parameters
----------
eps : Positive float. The maximum precision of the smoothing.

Returns
-------
mu : Positive float. The upper limit, the maximum, of the
        regularisation constant of the smoothing.

Decorators:

@abc.abstractmethod

Class Variable Details

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abstractmethods

Value:

frozenset(['eps_max', 'eps_opt', 'mu_max', 'mu_opt'])