Package pycv :: Package cs :: Package ml :: Package cla :: Module dataset :: Class CDataGenerator

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Class CDataGenerator

ml.DataGenerator --+
                   |
                  CDataGenerator

Known Subclasses:: cv.face.frontalface_dset.FrontalFace_CDataGenerator, cv.face.frontalface_dset.NoScale_RotatedFrontalFace_CDataGenerator, cv.face.frontalface_dset.RotatedFrontalFace_CDataGenerator, toydata.Toy2BalancedDataGenerator, toydata.Toy3BalancedDataGenerator, toydata.ToyBalancedDataGenerator, toydata.ToyImbalancedDataGenerator

Instance Methods

__init__(self, input_shape, J, dtype='float64') source code

generate(self, j)
Generate a random sample of class j.

source code

generate_set(self, j, N)
Generate a set of random samples of class j.

source code

Method Details

init(self, input_shape, J, dtype=`'float64'`)
(Constructor)

Overrides: ml.DataGenerator.__init__

generate(self, j)

Generate a random sample of class j.

Input:: j: class j
Output:: input_point: a point of class j.

generate_set(self, j, N)

Generate a set of random samples of class j.

Input:: j: class j
Output:: input_data: an array of data points of class j.