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It's not just that the Statsmodels offering is limited, it's that the Scikit-learn style API is effectively an industry standard. Whereas the Statsmodels API is vaguely R-inspired, and while it has some benefits compared to Scikit-learn, it's doesn't fit easily into today's "standard" Python machine learning workflows without a bunch of wrapper code.



This too. I like the regression report from SM, perhaps I must port it...




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