chemotools.inspector

Inspector classes for comprehensive model diagnostics and visualization. Inspectors provide a unified interface for creating multiple diagnostic plots for PCA and PLS models.

Note

The inspector module is experimental and under active development. The API may change in future versions.

Import from this module:

from chemotools.inspector import (
    PCAInspector,
    PLSRegressionInspector,
)

Available Classes

Class	Description
PCAInspector	Inspector for PCA model diagnostics (scores, loadings, variance, outliers)
PLSRegressionInspector	Inspector for PLS regression diagnostics (includes regression metrics)

See Also

Inspector Methods Overview - Complete documentation with examples and visual guides