Wednesday 16 January 2019

TensorFlow Keras Initializers


keras.initializers.Initializer()
keras.initializers.Zeros()
keras.initializers.Ones()
keras.initializers.Constant(value=0)
keras.initializers.RandomNormal   (mean   =  0.0 , stddev = 0.05, seed = None)
keras.initializers.RandomUniform  (minval = -0.05, maxval = 0.05, seed = None)
keras.initializers.TruncatedNormal(mean   =  0.0 , stddev = 0.05, seed = None)

keras.initializers.VarianceScaling(scale        = 1.0     ,
                                   mode         = 'fan_in',
                                   distribution = 'normal',
                                   seed         = None    )

keras.initializers.Orthogonal(gain=1.0, seed=None)
keras.initializers.Identity  (gain=1.0)

keras.initializers.lecun_uniform (seed=None)
keras.initializers.glorot_normal (seed=None)
keras.initializers.glorot_uniform(seed=None)
keras.initializers.he_normal     (seed=None)
keras.initializers.lecun_normal  (seed=None)
keras.initializers.he_uniform    (seed=None)

Reference: keras.io

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