Streaming#
The frouros.detectors.data_drift.streaming
module contains streaming data drift detection algorithms.
Data drift streaming detection methods init.
Distance Based#
Data drift streaming distance based detection methods’ init.
|
MMD (Maximum Mean Discrepancy) [gretton2012kernel] detector. |
Statistical Test#
Data drift streaming statistical test detection methods’ init.
|
IncrementalKSTest (Incremental Kolmogorov-Smirnov test) [dos2016fast] detector. |