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
| Arguments | Description |
|---|---|
| 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. |
Section
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.
Value
A variable instance (with Keras metadata included).