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Besides the default score
method of our estimators, we should properly test and document the fact that one can use various metrics to evaluate our supervised and weakly-supervised metric learners when using sklearn's tools such as model_selection.GridSearchCV
and model_selection.cross_val_score
through their scoring
parameter.
This should be done after dealing with #131, which will introduce a predict method for weakly supervised pairwise metric learners.
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