A d-variate Multivariate Normal TriL Keras layer from d+d*(d+1)/ 2 params

layer_multivariate_normal_tri_l(object, event_size,
  convert_to_tensor_fn = tfp$distributions$Distribution$sample,
  validate_args = FALSE, ...)

Arguments

object

Model or layer object

event_size

Integer vector tensor representing the shape of single draw from this distribution.

convert_to_tensor_fn

A callable that takes a tfd$Distribution instance and returns a tf$Tensor-like object. Default value: tfd$distributions$Distribution$sample.

validate_args

Logical, default FALSE. When TRUE distribution parameters are checked for validity despite possibly degrading runtime performance. When FALSE invalid inputs may silently render incorrect outputs. Default value: FALSE.

...

Additional arguments passed to args of keras::create_layer.

Value

a Keras layer

See also