[R] consolidate importFrom-s; parameter style
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@ -12,11 +12,12 @@ S3method(slice,xgb.DMatrix)
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export("xgb.attr<-")
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export("xgb.attributes<-")
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export("xgb.parameters<-")
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export(cb.early_stop)
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export(cb.log_evaluation)
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export(cb.print_evaluation)
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export(cb.reset_parameters)
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export(cb.save_model)
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export(cb.cv.predict)
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export(cb.early.stop)
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export(cb.evaluation.log)
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export(cb.print.evaluation)
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export(cb.reset.parameters)
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export(cb.save.model)
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export(getinfo)
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export(print.xgb.Booster)
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export(print.xgb.DMatrix)
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@ -51,7 +52,6 @@ importFrom(Matrix,sparseVector)
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importFrom(data.table,":=")
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importFrom(data.table,as.data.table)
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importFrom(data.table,data.table)
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importFrom(data.table,fread)
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importFrom(data.table,rbindlist)
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importFrom(data.table,setnames)
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importFrom(magrittr,"%>%")
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@ -59,5 +59,6 @@ importFrom(stringr,str_detect)
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importFrom(stringr,str_extract)
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importFrom(stringr,str_match)
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importFrom(stringr,str_replace)
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importFrom(stringr,str_replace_all)
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importFrom(stringr,str_split)
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useDynLib(xgboost)
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@ -5,8 +5,8 @@
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#' @export
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xgboost <- function(data = NULL, label = NULL, missing = NA, weight = NULL,
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params = list(), nrounds,
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verbose = 1, print.every.n = 1L,
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early.stop.round = NULL, maximize = NULL,
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verbose = 1, print_every_n = 1L,
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early_stopping_rounds = NULL, maximize = NULL,
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save_period = 0, save_name = "xgboost.model",
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xgb_model = NULL, callbacks = list(), ...) {
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@ -16,8 +16,8 @@ xgboost <- function(data = NULL, label = NULL, missing = NA, weight = NULL,
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if (verbose > 0)
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watchlist$train = dtrain
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bst <- xgb.train(params, dtrain, nrounds, watchlist, verbose = verbose, print.every.n=print.every.n,
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early.stop.round = early.stop.round, maximize = maximize,
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bst <- xgb.train(params, dtrain, nrounds, watchlist, verbose = verbose, print_every_n=print_every_n,
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early_stopping_rounds = early_stopping_rounds, maximize = maximize,
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save_period = save_period, save_name = save_name,
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xgb_model = xgb_model, callbacks = callbacks, ...)
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return(bst)
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@ -79,15 +79,23 @@ NULL
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# Various imports
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#' @importClassesFrom Matrix dgCMatrix dgeMatrix
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#' @importFrom Matrix cBind
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#' @importFrom Matrix colSums
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#' @importFrom Matrix sparse.model.matrix
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#' @importFrom Matrix sparseVector
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#' @importFrom data.table data.table
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#' @importFrom data.table as.data.table
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#' @importFrom magrittr %>%
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#' @importFrom data.table :=
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#' @importFrom data.table rbindlist
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#' @importFrom data.table setnames
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#' @importFrom magrittr %>%
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#' @importFrom stringr str_detect
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#' @importFrom stringr str_extract
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#' @importFrom stringr str_split
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#' @importFrom stringr str_replace
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#' @importFrom stringr str_match
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#' @importFrom stringr str_replace
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#' @importFrom stringr str_replace_all
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#' @importFrom stringr str_split
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#'
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#' @import methods
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#' @useDynLib xgboost
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NULL
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