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Pull #74

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Merge 43b930a0f into 9ea80763d
Pull Request #74: New API to accomodate different selection heuristics

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16.67
/src/tuning_strategy_interface.jl
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## TYPES TO BE SUBTYPED
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abstract type TuningStrategy <: MLJBase.MLJType end










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MLJBase.show_as_constructed(::Type{<:TuningStrategy}) = true




!







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## METHODS TO BE IMPLEMENTED










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# for initialization of state (compulsory)










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setup(tuning::TuningStrategy, model, range, verbosity) = range




!







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# for adding extra user-inspectable information to the history:











NEW


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extras(tuning::TuningStrategy, history, state, E) = NamedTuple()




!







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# for generating batches of new models and updating the state (but not










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# history):










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function models! end










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# for adding to the default report:











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tuning_report(tuning::TuningStrategy, history, state) = NamedTuple()




!







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# for declaring the default number of models to evaluate:










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default_n(tuning::TuningStrategy, range) = DEFAULT_N




9×





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# for encoding the selection_heuristics supported by given strategy:











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supports_heuristic(heuristic::Any, strategy::Any) = false




!





















    

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