R/backend.R

k_truncated_normal

Returns a tensor with truncated random normal distribution of values.

Description

The generated values follow a normal distribution with specified mean and standard deviation, except that values whose magnitude is more than two standard deviations from the mean are dropped and re-picked.

Usage

 
k_truncated_normal(shape, mean = 0, stddev = 1, dtype = NULL, seed = NULL) 

Arguments

Arguments Description
shape A list of integers, the shape of tensor to create.
mean Mean of the values.
stddev Standard deviation of the values.
dtype String, dtype of returned tensor.
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 tensor.