API reference

The API reference is generated from the tslens source docstrings, so signatures and defaults stay synchronized with the installed package.

Interpretation methods

API	Best starting point for
WinTSR	Window-aware, joint time–feature attribution.
TSR	Gradient-based temporal saliency rescaling.
WinIT	Delayed and distributional feature importance.
GateMask	Sparse explanations learned for each input.

Utilities

get_baseline creates zero, mean, random, or feature-wise normal reference tensors. normalize_scale rescales attribution tensors.

Looking for an end-to-end example?

Start with the integration cookbook. Return here when you need the complete parameter list or exact output-shape behavior.