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One-shot learning with scikit-learn

There is no model dedicated to one shot learning in scikit-learn.

Furthermore as you should see in the full traceback of your error message, GridSearchCV is using cross validation internally so you cannot use it a on dataset that does not have at least 2 positive samples.

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