Add vit attribution hugo#154

Open

HugoDeBosschere wants to merge 52 commits into

add_vit_attribution_devfrom

add_vit_attribution_hugo

Commits on May 26, 2026

vit: add image-attribution scaffolding (wrapper, granularity, explainer)

HugoDeBosschere
and
claude
committed

Commits on Jun 1, 2026

added the base logic for EmbeddingsPerturbator and the specific GaussianNoiseImagePertubator logic
HugoDeBosschere
committed
added the specific logics for gradient_shap_image_perturbation and linear_interpolation_image_perturbation and the downstream methods that depend on it: ImageSmoothGrad, ImageIntergratedGradients a…
HugoDeBosschere
committed
added the base logic for masking perturbations on granularity elements ie the counterpart of IdsPerturbator for images. Added the specific logic for the perturbator and the actual explainer method …
HugoDeBosschere
committed

Commits on Jun 2, 2026

Commits on Jun 8, 2026

Commits on Jun 11, 2026

Commits on Jun 12, 2026

Commits on Jun 15, 2026

changed the way the real matrix of masking values was created for the ImageMaskPerturbator. Went from something that was almost a copy paste of the text modality to interpolation methods that are m…
HugoDeBosschere
committed

Commits on Jun 18, 2026

Commits on Jun 19, 2026

Commits on Jun 22, 2026

changed the granularity resizing of explanations to full interpolation (removed the association matrix and all other logic inherited from text). Created a test_iamge_granularity.py file and began c…
HugoDeBosschere
committed

Commits on Jul 6, 2026

added some tests for the new visualization module
HugoDeBosschere
committed

Commits on Jul 8, 2026

Commits on Jul 16, 2026

Commits on Jul 17, 2026