darch (version 0.12.0)

generateWeightsUniform: Generates a weight matrix using runif

Description

This function is used to generate random weights and biases using runif.

Usage

generateWeightsUniform(numUnits1, numUnits2,
  weights.min = getParameter(".weights.min", -0.1, ...),
  weights.max = getParameter(".weights.max", 0.1, ...), ...)

Arguments

numUnits1

Number of units in the lower layer.

numUnits2

Number of units in the upper layer.

weights.min

min parameter to the runif function.

weights.max

max parameter to the runif function.

...

Additional parameters, used for parameter resolution.

Value

Weight matrix.

See Also

Other weight generation functions: generateWeightsGlorotNormal, generateWeightsGlorotUniform, generateWeightsHeNormal, generateWeightsHeUniform, generateWeightsNormal

Examples

# NOT RUN {
data(iris)
model <- darch(Species ~ ., iris, generateWeightsFunction = "generateWeightsUniform",
 weights.min = -.1, weights.max = .5)
# }