tfl.kronecker_factored_lattice_layer.create_kernel_initializer

Returns a kernel Keras initializer object from its id.

tfl.kronecker_factored_lattice_layer.create_kernel_initializer(
    kernel_initializer_id,
    monotonicities,
    output_min,
    output_max,
    init_min=None,
    init_max=None
)

This function is used to convert the 'kernel_initializer' parameter in the constructor of tfl.layers.KroneckerFactoredLattice into the corresponding initializer object.

Args
kernel_initializer_id	See the documentation of the 'kernel_initializer' parameter in the constructor of tfl.layers.KroneckerFactoredLattice.
monotonicities	See the documentation of the same parameter in the constructor of tfl.layers.KroneckerFactoredLattice.
output_min	See the documentation of the same parameter in the constructor of tfl.layers.KroneckerFactoredLattice.
output_max	See the documentation of the same parameter in the constructor of tfl.layers.KroneckerFactoredLattice.
init_min	None or lower bound of kernel initialization. If set, init_max must also be set. Ignored if kernel_initializer_id is a Keras object.
init_max	None or upper bound of kernel initialization. If set, init_min must also be set. Ignored if kernel_initializer_id is a Keras object.

Returns
The Keras initializer object for the tfl.layers.KroneckerFactoredLattice kernel variable.

Raises
ValueError	If only one of init_{min/max} is set.