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Fix/various fixes 20220310#36

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cschu wants to merge 10 commits intomasterfrom
fix/various_fixes_20220310_unsullied
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Fix/various fixes 20220310#36
cschu wants to merge 10 commits intomasterfrom
fix/various_fixes_20220310_unsullied

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@cschu cschu commented Mar 10, 2022

@AlessioMilanese While this PR has various minor fixes, there is a major issue to address before it can be merged.

In create_db, we sometimes have a problem with the logistic solver not converging during clf.fit() (observed in create_db:estimate_function).

I added a command line option -N <int> to allow adjusting the max_iter parameter of LogisticRegression. Alternatively, (or in addition), we could try catching the warning (in this PR warnings are treated as errors) and try to adjust max_iter automatically.

@cschu cschu added the do not merge needs revision/discussion label Mar 10, 2022
@cschu cschu requested a review from AlessioMilanese March 10, 2022 16:06
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