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k_variable

Instantiates a variable and returns it.


Description

Instantiates a variable and returns it.

Usage

k_variable(value, dtype = NULL, name = NULL, constraint = NULL)

Arguments

value

Numpy array, initial value of the tensor.

dtype

Tensor type.

name

Optional name string for the tensor.

constraint

Optional projection function to be applied to the variable after an optimizer update.

Value

A variable instance (with Keras metadata included).

Keras Backend

This function is part of a set of Keras backend functions that enable lower level access to the core operations of the backend tensor engine (e.g. TensorFlow, CNTK, Theano, etc.).

You can see a list of all available backend functions here: https://keras.rstudio.com/articles/backend.html#backend-functions.


keras

R Interface to 'Keras'

v2.4.0
MIT + file LICENSE
Authors
Daniel Falbel [ctb, cph, cre], JJ Allaire [aut, cph], François Chollet [aut, cph], RStudio [ctb, cph, fnd], Google [ctb, cph, fnd], Yuan Tang [ctb, cph] (<https://orcid.org/0000-0001-5243-233X>), Wouter Van Der Bijl [ctb, cph], Martin Studer [ctb, cph], Sigrid Keydana [ctb]
Initial release

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