XWhy explainers

This page is the authoritative capability map for the current documentation release.

Explainer area	Input	Intended task	Status
Image Classification	Image	Classification	Available
Image Generation	Prompt, source image, mask, or other conditioning input	Generation and image editing	Under construction
LLM	Prompt and generated response	Local prompt influence	Available
Tabular	Structured features	Classification and regression	Under construction
Text	Tokens, words, or phrases	Text prediction	Under construction
Point Cloud	3D points or point groups	3D prediction	Under construction
Time Series	Ordered observations	Classification and forecasting	Coming soon
Multimodal	Two or more modalities	Cross-modal prediction	Coming soon

The image-generation area contains planned image-editing documentation and a Pix2Pix model example. The current Pix2PixExplainer class is an early interface and should not be treated as an implemented workflow.

Status definitions

Available means an executable implementation and dedicated guide exist in the repository.

Under construction means a public interface or planned capability is present, but a supported end-to-end workflow is not yet available.

Experimental interface refers to an early code interface, such as the current Pix2PixExplainer, that should not yet be treated as a supported workflow.

Coming soon means the documentation reserves a stable location for a planned capability that is not currently implemented.