def __init__(self, logger=None, verbosity=None, dtype=np.float32,
labeltype=np.uint8):
Progressable.__init__(self, logger, verbosity)
self._exec = SerialExecutor(logger, verbosity)
self._dtype = dtype
self._labeltype = labeltype
if dtype is np.float:
self._rescaler = Rescaler()
else:
self._rescaler = MaxoutRescaler(dtype)
def __init__(self,
logger=None,
verbosity=None,
dtype=np.float32,
labeltype=np.uint8):
Progressable.__init__(self, logger, verbosity)
self._exec = SerialExecutor(logger, verbosity)
self._dtype = dtype
self._labeltype = labeltype
if dtype is np.float:
self._rescaler = Rescaler()
else:
self._rescaler = MaxoutRescaler(dtype)
def __init__(self, coordinator, base_classifier):
"""
Construct a :class:`Classifier`
Parameters
----------
coordinator : :class:`Coordinator`
The coordinator responsible for the features extraction
base_classifier : scikit-learn classifier (:meth:`predict_proba`
required)
The learning algorithm which will classify the data
"""
Progressable.__init__(self, coordinator.getLogger())
self._classifier = base_classifier
self._coord = coordinator
self._classifToUserLUT = []
self._userToClassifLUT = {}
def __init__(self, coordinator, base_classifier):
"""
Construct a :class:`Classifier`
Parameters
----------
coordinator : :class:`Coordinator`
The coordinator responsible for the features extraction
base_classifier : scikit-learn classifier (:meth:`predict_proba`
required)
The learning algorithm which will classify the data
"""
Progressable.__init__(self, coordinator.getLogger())
self._classifier = base_classifier
self._coord = coordinator
self._classifToUserLUT = []
self._userToClassifLUT = {}
def __init__(self, logger=None, verbosity=10):
"""
Creates a :class:`TaskExecutor`
"""
Progressable.__init__(self, logger, verbosity)
def __init__(self, logger=None, verbosity=10):
"""
Creates a :class:`TaskExecutor`
"""
Progressable.__init__(self, logger, verbosity)
def __init__(self, logger=None, verbosity=None):
Progressable.__init__(self, logger, verbosity)
self._exec = SerialExecutor(logger, verbosity)
