Conformal Predictive Distribution Trees and other suggestions for extending crepes

[onacrame]

Will this paper be implemented in this package?

https://link.springer.com/content/pdf/10.1007/s10472-023-09847-0.pdf?pdf=button

[henrikbostrom]

Hi,

Thanks for the question/suggestion!

There are no immediate plans to include conformal predictive distribution trees, but this is certainly a good candidate for inclusion, e.g., in a separate Jupyter notebook or possibly in crepes.extras.

I leave this issue open, and rename the thread to open up for other suggestions of how the package may be extended or improved.

Best regards,
Henrik

[henrikbostrom]

Hi again,

I have moved this question to "Discussions" and closed the corresponding issue.

Best regards,
Henrik

[tuvelofstrom]

Hi onacrame and Henrik
It is obviously a good idea to implement Conformal Predictive Distribution Trees, as well as other similar solutions using conformal techniques, into some package. I have thought of including it in calibrated-explanations but it might be that crepes or a separate dedicated package is a better idea. Regardless, it is probably a good idea to decide together, to avoid unnecessary double work...