def MakeModel(params = None):
"""Create a Glimpse model.
.. seealso::
:func:`SetModelClass`
"""
if params == None:
params = GetParams()
return __MODEL_CLASS(backends.MakeBackend(), params)
def __init__(self, backend=None, params=None):
"""Create new object.
:param backend: Implementation of backend operations, such as dot-products.
:param params: Model configuration.
"""
if backend == None:
backend = backends.MakeBackend()
else:
backend = copy.copy(backend)
if params == None:
params = self.ParamClass()
else:
if not isinstance(params, self.ParamClass):
raise ValueError("Params object has wrong type: expected %s, got %s" % \
(self.ParamClass, type(params)))
params = copy.copy(params)
self.backend = backend
self.params = params
def __init__(self, backend=None, params=None):
"""Create new object.
:param backend: Implementation of backend operations, such as dot-products.
:param params: Model configuration.
"""
if backend == None:
backend = backends.MakeBackend()
else:
backend = copy.copy(backend)
if params == None:
params = self.ParamClass()
else:
if not isinstance(params, self.ParamClass):
raise ValueError("Params object has wrong type: expected %s, got %s" % \
(self.ParamClass, type(params)))
params = copy.copy(params)
# Make sure parameter container is sub-class of BaseParams.
assert isinstance(params, BaseParams), "Internal error: model " \
"configuration uses parameter container that does not inherit from " \
"BaseParams"
self.backend = backend
self.params = params
def __init__(self, backend):
if backend == None:
backend = backends.MakeBackend()
self.backend = backend
self.params = Params()