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We need def HyperparamSamples.get_nullified_keys to remember which hyperparams were nullified by the Optional and ChooseOneOf classes, ChoosManyOf, etc.
hp = step.get_hyperparams()
dict_with_double_underscores = hp.to_flat_dict()
the_keys_of_the_double_underscores_that_were_nullified_this_time = hp.get_nullified_keys()
dict_with_double_underscores.remove(the_keys_of_the_double_underscores_that_were_nullified_this_time)
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We need
def HyperparamSamples.get_nullified_keys
to remember which hyperparams were nullified by the Optional and ChooseOneOf classes, ChoosManyOf, etc.This is needed for the TPE @alexbrillant @Eric2Hamel
Me or Alex should start this or do this on 11 feb or approx.
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