Add "name_in_kwargs" attribute to hyperparameters #240
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If None, nothing changes. Else the name_in_kwargs is used as the key for the hyperparameter in the dictionary generated by `solver.suggest_hyperparameters_with_optuna()`. This is useful when several hyperparameters are defined with different characteristics, are depending on others so that only one is suggested at a time among them, and are all expected to have the same name in solver.__init__. For instance if they are the parameters of a submethod which is not controlled by the library and happen to share names.
g-poveda
approved these changes
Jun 25, 2024
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If
None, nothing changes.Else the
name_in_kwargsis used as the key for the hyperparameter in the dictionary generated bysolver.suggest_hyperparameters_with_optuna().This is useful when several hyperparameters are defined with different characteristics, are depending on others so that only one is suggested at a time among them, and are all expected to have the same name in
solver.__init__. For instance if they are the parameters of a submethod which is not controlled by the library and happen to share names.