BayesFluxR (version 0.1.3)

Dense: Create a Dense layer with `in_size` inputs and `out_size` outputs using `act` activation function

Description

Create a Dense layer with `in_size` inputs and `out_size` outputs using `act` activation function

Usage

Dense(in_size, out_size, act = c("identity", "sigmoid", "tanh", "relu"))

Value

A list with the following content

• in_size - Input Size

• out_size - Output Size

• activation - Activation Function

• julia - Julia code representing the Layer

Arguments

in_size

Input size

out_size

Output size

act

Activation function

Examples

if (FALSE) {
  ## Needs previous call to `BayesFluxR_setup` which is time
  ## consuming and requires Julia and BayesFlux.jl
  BayesFluxR_setup(installJulia=TRUE, seed=123)
  net <- Chain(Dense(5, 5, "relu"))
}