#' Collapse array along one of the dimensions by adding the elements along that
#' dimension.
#'
#' @param array Array to collapse along one dimension.
#' @param dimension Dimension to collapse the array.
#'
#' @return An array that has been collapsed along the given dimension.
sumDims = function(array, dimension){
dim1 = length(dim(array))
keep_dims = setdiff(seq(1, dim1, length.out = dim1), c(dimension))
array_output = apply(array, MARGIN = keep_dims, FUN = 'sum')
array_output = kronecker(array_output, array(1, dim=array(1, dim=dim1)))
dim_reshape = seq(1, dim1, length.out = dim1)
dim_reshape[(dimension+1):length(dim_reshape)] = dim_reshape[dimension:(length(dim_reshape)-1)]
dim_reshape[dimension] = dim1
array_output = aperm(array_output, dim_reshape);
return(array_output)
}
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