tf_relunoise: The Noise ReLu transformation function

In DoktorMike/datools: A set of useful tools for machine learning consulting using R

Description

An implementation of the Noisy ReLu transformation function

Usage

tf_relunoise(x)

Arguments

x	value to transform

Value

x transformed

Examples

library(ggplot2)
ggplot(data.frame(x = c(0, 4)), aes(x)) +
  stat_function(fun = function(x) tf_relunoise(x))
## Not run: 
library(microbenchmark)
microbenchmark::microbenchmark(tf_relu(1:100), tf_softplus(1:100),
  tf_dagum(1:100), tf_sigmoid(1:100),
  tf_fisk(1:100), tf_relunoise(1:100),
  times = 10000
)

## End(Not run)

DoktorMike/datools documentation built on Feb. 28, 2021, 8:39 a.m.