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@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 duringclf.fit()
(observed increate_db:estimate_function
).I added a command line option
-N <int>
to allow adjusting themax_iter
parameter ofLogisticRegression
. Alternatively, (or in addition), we could try catching the warning (in this PR warnings are treated as errors) and try to adjustmax_iter
automatically.