Using additional packages

[LucWeber]

Hey GenBench team! I was checking why the test on my PR (ICL-consistency test) failed and saw that it is due to an additional module (statsmodels) I am using. Is there a way of specifying requirements such that statsmodels will be automatically installed?

Thanks a lot for your great work, Lucas

[kazemnejad]

Hey Lucas.

Thanks for bringing up the issue. Could you please mention which part/functionality of the statsmodels do you need in your codebase?

[LucWeber]

I am using the statsmodel.api to fit a GLM in my analysis:

import statsmodels.api as sm

...

class IclConsistencyTestAnli(Task):
    """Python implementation of the ICL consistency test task."""

    ...

    @staticmethod
    def _calculate_main_effects(X: ndarray, y: ndarray) -> Tuple[ndarray, ndarray]:
        """

        :return:
        """
        # Add a constant column to X for the intercept
        X = sm.add_constant(X)

        # Fit GLM
        model = sm.GLM(y, X)
        results = model.fit()

        return results.params[1], results.pvalues[1]

[LucWeber]

Hey @kazemnejad , I was wondering what happened to this issue. Should I change the PR or will it be possible to use statsmodel? All the best, Lucas

[kazemnejad]

Hey Lucas, Sorry for my late reply. Yes, we will add this dependency to the framework to support your task. Thanks..

[LucWeber]

No problem, thanks for letting me know!