# Copyright 2018 Observational Health Data Sciences and Informatics
#
# This file is part of RadiologyFeatureExtraction
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#' Build autoencoder
#' @param x An object
#' @param encoderSettings
#' @param imageProcessingSettings
#' @param outputFolder
#'
#' @export
buildEncoder <- function (trainData,
valData,
encoderSettings,
imageProcessingSettings,
outputFolder){
fun <- encoderSettings$model
args <- list(encoderParam = encoderSettings$param,
imageProcessingSettings = imageProcessingSettings)
encoderModel <- do.call(fun,args)
return (encoderModel)
}
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