Module mogptk.kernels.mean
Expand source code Browse git
from . import Parameter
class Mean:
def __init__(self, name=None):
if name is None:
name = self.__class__.__name__
if name.endswith('Mean') and name != 'Mean':
name = name[:-4]
self.name = name
def __call__(self, X):
raise NotImplementedError()
def __setattr__(self, name, val):
if name == 'trainable':
from .util import _find_parameters
for p in _find_parameters(self):
p.trainable = val
return
if hasattr(self, name) and isinstance(getattr(self, name), Parameter):
raise AttributeError("parameter is read-only, use Parameter.assign()")
if isinstance(val, Parameter) and val.name is None:
val.name = name
super(Mean,self).__setattr__(name, val)
Classes
class Mean (name=None)
-
Expand source code Browse git
class Mean: def __init__(self, name=None): if name is None: name = self.__class__.__name__ if name.endswith('Mean') and name != 'Mean': name = name[:-4] self.name = name def __call__(self, X): raise NotImplementedError() def __setattr__(self, name, val): if name == 'trainable': from .util import _find_parameters for p in _find_parameters(self): p.trainable = val return if hasattr(self, name) and isinstance(getattr(self, name), Parameter): raise AttributeError("parameter is read-only, use Parameter.assign()") if isinstance(val, Parameter) and val.name is None: val.name = name super(Mean,self).__setattr__(name, val)