nannyml.drift package



Module contents

NannyML drift calculation module.

This module currently contains the following implementations of drift calculation:

  • Statistical drift calculation: Calculating drift using Kolmogorov-Smirnov test for continuous features and Chi-squared test for categorical features.

  • Reconstruction error drift calculation: Detect drift by performing dimensionality reduction on the model inputs and then applying the inverse transofrmation on the latent (reduced) space.