Create a Keras Layer wrapper
create_layer_wrapper(Layer, modifiers = NULL, convert = TRUE)
An R function that behaves similarly to the builtin keras layer_*
functions. When called, it will create the class instance, and also
optionally call it on a supplied argument object
if it is present. This
enables keras layers to compose nicely with the pipe (%>%
).
The R function will arguments taken from the initialize
(or __init__
)
method of the Layer.
If Layer is an R6 object, this will delay initializing the python session, so it is safe to use in an R package.
A R6 or Python class generator that inherits from
keras$layers$Layer
A named list of functions to modify to user-supplied
arguments before they are passed on to the class constructor. (e.g.,
list(units = as.integer)
)
Boolean, whether the Python class and its methods should by default convert python objects to R objects.
See guide 'making_new_layers_and_models_via_subclassing.Rmd' for example usage.