The model validation submoduleΒΆ
The model validation submodule is designed to offer model monitoring classes that can be stacked after transformers to warn or raise when test variable distributions stray too far from the expected range. This can be very useful for situations where covariate shift is a real threat and needs to be detected within a reasonably quick timeframe.