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Kronecker-Factored Lattice layer with monotonicity constraints.
Keras implementation of tensorflow Kronecker-Factored Lattice layer. This layer takes one or more d-dimensional input(s) and combines them using a Kronecker-Factored Lattice function, satisfying monotonicity constraints if specified.
Classes
class KroneckerFactoredLatticeConstraints: Constraints for tfl.layers.KroneckerFactoredLattice layer.
class RandomMonotonicInitializer: Initializes a tfl.layers.KroneckerFactoredLattice as random monotonic.
class ScaleInitializer: Initializes scale to alternate between 1 and -1 for each term.
Functions
create_kernel_initializer(...): Returns a kernel Keras initializer object from its id.
Other Members | |
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| KFL_BIAS_NAME |
'kronecker_factored_lattice_bias'
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| KFL_KERNEL_NAME |
'kronecker_factored_lattice_kernel'
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| KFL_SCALE_NAME |
'kronecker_factored_lattice_scale'
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