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MLJTuning.jl
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MLJTuning.jl
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module MLJTuning
## METHOD EXPORT
# defined in tuned_models.jl:
export TunedModel
# defined in strategies/:
export Explicit, Grid, RandomSearch
# defined in learning_curves.jl:
export learning_curve!, learning_curve
## METHOD IMPORT
import MLJBase
using MLJBase
import MLJBase: Bounded, Unbounded, DoublyUnbounded,
LeftUnbounded, RightUnbounded, _process_accel_settings, chunks
using RecipesBase
using Distributed
import Distributions
import ComputationalResources: CPU1, CPUProcesses,
CPUThreads, AbstractResource
using Random
using ProgressMeter
## CONSTANTS
const DEFAULT_N = 10 # for when `default_n` is not implemented
## INCLUDE FILES
include("utilities.jl")
include("tuning_strategy_interface.jl")
include("tuned_models.jl")
include("range_methods.jl")
include("strategies/explicit.jl")
include("strategies/grid.jl")
include("strategies/random_search.jl")
include("plotrecipes.jl")
include("learning_curves.jl")
end