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#' sigmoid
#'
#'
#' Takes in a vector and applies the sigmoid function elementwise to that vector
#'
#' @name sigmoid
#' @param x : numeric vector
#' @return sigmoid(x)
#' @keywords internal
sigmoid <- function(x) {
1/(1 + exp(-x))
}
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