R/backend.R

k_random_normal_variable

Instantiates a variable with values drawn from a normal distribution.

Description

Instantiates a variable with values drawn from a normal distribution.

Usage

 
k_random_normal_variable( 
  shape, 
  mean, 
  scale, 
  dtype = NULL, 
  name = NULL, 
  seed = NULL 
) 

Arguments

Arguments Description
shape Tuple of integers, shape of returned Keras variable.
mean Float, mean of the normal distribution.
scale Float, standard deviation of the normal distribution.
dtype String, dtype of returned Keras variable.
name String, name of returned Keras variable.
seed Integer, random seed.

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 Keras variable, filled with drawn samples.