Package paramz :: Module param :: Class ParamConcatenation

Class ParamConcatenation

Instance Methods

__init__(self, params)
Parameter concatenation for convenience of printing regular expression matched arrays you can index this concatenation as if it was the flattened concatenation of all the parameters it contains, same for setting parameters (Broadcasting enabled).

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__getitem__(self, s)

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__setitem__(self, s, val)

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values(self)

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update_all_params(self)

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constrain(self, constraint, warning=True)
:param transform: the :py:class:`paramz.transformations.Transformation` to constrain the this parameter to.

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constrain_positive(self, warning=True)
:param warning: print a warning if re-constraining parameters.

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constrain_fixed(self, value=None, warning=True, trigger_parent=True)
Constrain this parameter to be fixed to the current value it carries.

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fix(self, value=None, warning=True, trigger_parent=True)
Constrain this parameter to be fixed to the current value it carries.

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constrain_negative(self, warning=True)
:param warning: print a warning if re-constraining parameters.

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constrain_bounded(self, lower, upper, warning=True)
:param lower, upper: the limits to bound this parameter to :param warning: print a warning if re-constraining parameters.

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unconstrain(self, *constraints)
:param transforms: The transformations to unconstrain from.

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unconstrain_negative(self)
Remove negative constraint of this parameter.

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unconstrain_positive(self)
Remove positive constraint of this parameter.

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unconstrain_fixed(self)
This parameter will no longer be fixed.

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unfix(self)
This parameter will no longer be fixed.

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unconstrain_bounded(self, lower, upper)
:param lower, upper: the limits to unbound this parameter from

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checkgrad(self, verbose=False, step=1e-06, tolerance=0.001)

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__lt__(self, val)

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__le__(self, val)

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__eq__(self, val)

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__ne__(self, val)

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__gt__(self, val)

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__ge__(self, val)

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__str__(self, **kwargs)
str(x)

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__repr__(self)
repr(x)

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__ilshift__(self, *args, **kwargs)

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__irshift__(self, *args, **kwargs)

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__ixor__(self, *args, **kwargs)

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__ipow__(self, *args, **kwargs)

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__ifloordiv__(self, *args, **kwargs)

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__isub__(self, *args, **kwargs)

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__ior__(self, *args, **kwargs)

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__itruediv__(self, *args, **kwargs)

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__idiv__(self, *args, **kwargs)

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__iand__(self, *args, **kwargs)

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__imod__(self, *args, **kwargs)

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__iadd__(self, *args, **kwargs)

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__imul__(self, *args, **kwargs)

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

Properties

[hide private]

Inherited from object: __class__

Method Details

[hide private]

init(self, params)
(Constructor)

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Parameter concatenation for convenience of printing regular expression matched arrays you can index this concatenation as if it was the flattened concatenation of all the parameters it contains, same for setting parameters (Broadcasting enabled).

See :py:class:`GPy.core.parameter.Param` for more details on constraining.

Overrides: object.__init__

constrain(self, constraint, warning=True)

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:param transform: the :py:class:`paramz.transformations.Transformation`
                  to constrain the this parameter to.
:param warning: print a warning if re-constraining parameters.

Constrain the parameter to the given
:py:class:`paramz.transformations.Transformation`.