Drift Detection
MLWatch detects changes between reference and current datasets.
Supported Methods
KS Test
Kolmogorov-Smirnov statistical test.
PSI
Population Stability Index.
Mean Shift
Normalized mean difference.
Example
python
from mlwatch import detect
result = detect(
reference_data,
current_data
)
print(result)