Preprocessing๏
Stability: Stable
See also
- 6. Adaptive Whitening
Validation assumptions and evidence for adaptive whitening and automatic stabilization.
- Numerical Stability and Precision
Stability guidance for
eps="auto"and related preprocessing defaults.- Case Study: ML Preprocessing Pipeline
Example preprocessing workflow that uses whitening in context.
- ML Preprocessing: Individual Methods
Method-by-method guide for preprocessing utilities.
- Wiener Filtering: Coherent Noise Subtraction
Related case study that applies preprocessing choices inside a noise-subtraction workflow.
Preprocessing utilities are provided under gwexpy.signal.preprocessing.
Main components:
MLPreprocessorstandardize/StandardizationModelwhiten/WhiteningModelimpute
See tutorial usage examples in: