Question - What are Different Types of initializers in keras ?
Answer -
Initializer
keras.initializers.Initializer()
Zeros
keras.initializers.Zeros()
Ones
keras.initializers.Ones()
Constant
keras.initializers.Constant(value=0)
RandomNormal
keras.initializers.RandomNormal(mean=0.0, stddev=0.05, seed=None)
RandomUniform
keras.initializers.RandomUniform(minval=-0.05, maxval=0.05, seed=None)
TruncatedNormal
keras.initializers.TruncatedNormal(mean=0.0, stddev=0.05, seed=None)
VarianceScaling
keras.initializers.VarianceScaling(scale=1.0, mode=’fan_in’, distribution=’normal’, seed=None)
Orthogonal
keras.initializers.Orthogonal(gain=1.0, seed=None)
Identity
keras.initializers.Identity(gain=1.0)
glorot_normal
keras.initializers.glorot_normal(seed=None)
glorot_uniform
keras.initializers.glorot_uniform(seed=None)
he_normal
keras.initializers.he_normal(seed=None)
lecun_normal
keras.initializers.lecun_normal(seed=None)
he_uniform
keras.initializers.he_uniform(seed=None)