nhsengland / NHSSynth

Package to accompany P41
https://nhsengland.github.io/NHSSynth/
MIT License
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Continuous column transformer behaviour #108

Closed HarrisonWilde closed 1 year ago

HarrisonWilde commented 1 year ago

The outputs of the VAE and DPVAE appear to have concentrations near step changes / shifts in distribution in numeric and datetime features (both treated as numeric). Could be a bug in the VAE itself, or in the continuous column transformer.