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Dictionary of Auto Objects

Source: R/mlr_auto.R, R/sugar.R
mlr_auto.Rd

A dictionary of Auto objects.

Sugar function to retrieve Auto objects from mlr_auto.

Usage

mlr_auto

auto(.key, ...)

Arguments

.key

(character(1))
Key of the object to retrieve. If missing, the dictionary itself is returned.

...

(named list())
Additional arguments passed to the constructor.

Value

Auto

Examples

auto("catboost")
#> <AutoCatboost>
#>   Inherits from: <Auto>
#>   Public:
#>     check: function (task, memory_limit = Inf, large_data_set = FALSE, devices) 
#>     clone: function (deep = FALSE) 
#>     design_default: function (task) 
#>     design_set: function (task, measure, size) 
#>     devices: cpu cuda
#>     early_stopping_rounds: function (task, budget = Inf) 
#>     estimate_memory: function (task) 
#>     finalize_model: function (graph_learner) 
#>     graph: function (task, measure, n_threads, timeout, devices) 
#>     id: catboost
#>     initialize: function (id = "catboost") 
#>     internal_measure: function (measure, task) 
#>     packages: mlr3 mlr3extralearners catboost
#>     properties: internal_tuning large_data_sets
#>     search_space: function (task) 
#>     task_types: classif regr
#>   Private:
#>     .default_values: list
#>     .search_space: ParamSet, R6