hopfield: Learn & Feed

In brain-r/brain: Neural Network

Description

Learn and feed a hopfield brain.

Usage

feed_data(brain, data)

learn(brain)

feed(brain, ..., scale = FALSE, data = NULL, print = FALSE)

learn_pattern(brain, ..., scale = FALSE, data = NULL)

learn_data(brain, data)

Arguments

brain	An object of class brain as returned by brain.
data	A data.frame of training or test data.
...	Bare column names.
scale	Set to TRUE to scale the data with balance.
print	Whether to print results in the console.

See Also

get_training

Examples

train_data <- dplyr::tibble(
  a = c(0, 1),
  b = c(1, 1),
  c = c(0, 1),
  d = c(1, 1)
)

test_data <- dplyr::tibble(
  a = c(0, 0),
  b = c(1, 1),
  c = c(0, 1),
  d = c(1, 1)
)

brain() %>%
  hopfield(10) %>%
  learn_data(train_data) %>%
  learn_pattern(a, b, c, d) %>%
  learn() %>%
  feed_data(test_data) %>%
  feed(a, b, c, d)

brain-r/brain documentation built on May 21, 2019, 4:05 a.m.