.. blogpost::
    :title: Reduce scikit-learn verifications
    :keywords: scikit-learn, config, assume_finite
    :date: 2019-07-15
    :categories: benchmark

    The function `config_context
    <https://scikit-learn.org/stable/modules/generated/sklearn.config_context.html>`_
    offers the user to disable some of the checkings done by
    :epkg:`scikit-learn` at every call of methods *fit* or *predict*.
    It should used for every benchmark involving :epkg:`scikit-learn`.

    ::

        with sklearn.config_context(assume_finite=True):
            # ...