lczerolens.lenses.patching#

Patching lens.

Classes#

PatchingLens

Class for activation-based XAI methods.

Module Contents#

class lczerolens.lenses.patching.PatchingLens(patch_fn, **kwargs)[source]#

Bases: lczerolens.lens.Lens

Class for activation-based XAI methods.

Examples

model = LczeroModel.from_path(model_path)
lens = PatchingLens()
board = LczeroBoard()
patch_fn = lambda n, m, *kwargs: pass
results = lens.analyse(board, model=model)

Parameters:: patch_fn (Callable)

_patch_fn[source]#

_intervene(model, **kwargs)[source]#

Intervene on the model.

Parameters:: model (LczeroModel) – The NNsight model.
Returns:: The intervention results.
Return type:: dict