k_truncated_normal

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.

Interface to 'Keras' <https://keras.io>, a high-level neural
networks 'API'. 'Keras' was developed with a focus on enabling fast experimentation,
supports both convolution based networks and recurrent networks (as well as
combinations of the two), and runs seamlessly on both 'CPU' and 'GPU' devices.

Tomasz Kalinowski

keras

R Interface to 'Keras'

Daniel Falbel

JJ Allaire

François Chollet

RStudio 

Google 

Yuan Tang

Wouter Van Der Bijl

Martin Studer

Sigrid Keydana

k_truncated_normal function

<dl><dt>shape</dt>
<dd>A list of integers, the shape of tensor to create.</dd>
<dt>mean</dt>
<dd>Mean of the values.</dd>
<dt>stddev</dt>
<dd>Standard deviation of the values.</dd>
<dt>dtype</dt>
<dd>String, dtype of returned tensor.</dd>
<dt>seed</dt>
<dd>Integer, random seed.</dd></dl>

Arguments

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:
<a href="https://tensorflow.rstudio.com/reference/keras/index.html#backend">https://tensorflow.rstudio.com/reference/keras/index.html#backend</a>.

Keras Backend

Returns a tensor with truncated random normal distribution of values. — k_truncated_normal

<dl>

<dt>shape</dt>
<dd>A list of integers, the shape of tensor to create.</dd>


<dt>mean</dt>
<dd>Mean of the values.</dd>


<dt>stddev</dt>
<dd>Standard deviation of the values.</dd>


<dt>dtype</dt>
<dd>String, dtype of returned tensor.</dd>


<dt>seed</dt>
<dd>Integer, random seed.</dd>

</dl>

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:
<a href='https://tensorflow.rstudio.com/reference/keras/index.html#backend'>https://tensorflow.rstudio.com/reference/keras/index.html#backend</a>.

k_truncated_normal: Returns a tensor with truncated random normal distribution of values.

Description

Usage

Value

Arguments

Keras Backend