David Paulsen

I agree.

I also have a need for monotonicity, and would prefer to have it enforced during training. I don't really have a solution other than those that have been mentioned, but...

Hi Rich, I think we've talked before on this topic some months ago. I would need monotonicity on all features, ultimately, as I'm in a regulated space.

@interpret-ml Very nice! I had spent some time a while ago looking at just such a post-processing method but was having difficulties with accessing the right data given my unfamiliarity...

From the above code I get the following error: AttributeError: 'EBMPreprocessor' object has no attribute 'col_bin_counts_' modifying the code by replacing 'col_bin_counts_' with 'col_bin_edges_' and looks good!

@huanvo88 During the fitting process, if the direction of the identified split L > R is different from the constraint L < R, then a split is simply not made....

you can check this out https://cs.stackexchange.com/questions/69220/random-forests-on-monotone-training-set-yields-a-monotone-classifier It's not what I was thinking of, which was a paper demonstrating a more clever example of training a gbm using monotonic constraints to...

I get this issue as well. Same error message but with a different length as I'm using a different data set `--------------------------------------------------------------------------- ValueError Traceback (most recent call last) Cell In[99],...