Univariate drift detection methods, considering a single column at a time.
Some methods are applicable exclusively to continuous or categorical columns, others are applicable to both.
This package currently holds an implementation for the following univariate drift detection methods:
Kolmogorov-Smirnov statistic (continuous)
Wasserstein distance (continuous)
Chi-squared statistic (categorical)
L-infinity distance (categorical)
For help selecting the correct univariate drift detection method for your use case, check the method selection guide.