Known limits and troubleshooting#

The maintenance review records open compatibility/model/decile findings (SBN-COMPAT-001, SBN-MODEL-001, SBN-DEC-001 and SBN-DEC-002). The consequence for users is simple: pin and test the actual plotting stack you deploy, and do not treat gallery rendering as release proof for every kind/data combination.

If a plot fails after a seaborn upgrade, determine whether the wrapper relies on an upstream-private object before changing your data. If values look wrong but the figure renders, validate the intermediate model/decile data before changing style settings.