Nothing
# Copyright (C) 2013-2016 Martin Drees
# Copyright (C) 2015-2016 Johannes Rueckert
#
# This file is part of darch.
#
# darch is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# darch is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with darch. If not, see <http://www.gnu.org/licenses/>.
#' Resets the weights and biases of the \code{RBM} object
#'
#' This function resets the weights and biases of the \code{\linkS4class{RBM}}
#' object.
#'
#' @param rbm An instance of class \code{\linkS4class{RBM}}.
#' @param ... Additional arguments.
#'
#' @seealso \code{\linkS4class{RBM}}
#' @keywords internal
#' @include rbm.Class.R
setGeneric(
name = "resetRBM",
def = function(rbm, ...){standardGeneric("resetRBM")}
)
setMethod(
f = "resetRBM",
signature = "RBM",
definition = function(rbm, ...)
{
numVisible <- getParameter(".numVisible", net = rbm)
numHidden <- getParameter(".numHidden", net = rbm)
genWeightFunction <- getParameter(".generateWeightsFunction", net = rbm)
rbm@weights <- genWeightFunction(numVisible, numHidden, ..., net = rbm)
rbm@hiddenBiases <- genWeightFunction(1, numHidden, ..., net = rbm)
rbm@visibleBiases <- genWeightFunction(1, numVisible, ..., net = rbm)
rbm@weightsInc <- matrix(0, numVisible, numHidden)
rbm@hiddenBiasesInc <- matrix(0, 1, numHidden)
rbm@visibleBiasesInc <- matrix(0, 1, numVisible)
rbm@stats <- list()
rbm
}
)
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.