Expand XAI notebooks with perturbation, TCAV, and attention vs attribution by aravind-3105 · Pull Request #28 · VectorInstitute/interpretability-llms-agents

Add perturbation & robustness notebooks for text and vision expanding implementation 1

aravind-3105

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Fix evaluation function call in 05_evaluation.ipynb (imp4) notebook and update README for clarity on index-url requirements

aravind-3105

committed

Update uv.lock

aravind-3105

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Remove unused asyncio import from 05_evaluation.ipynb

aravind-3105

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Remove huggingface-hub dependency from pyproject.toml

aravind-3105

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Refactor imports and improve code formatting in tcav_concept_sensitivity.ipynb

aravind-3105

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Refactor imports and improve code formatting in attention, perturbation notebooks

aravind-3105

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Refactor attention_vs_attribution.ipynb by reorganizing code structure and improving function definitions

aravind-3105

committed

Refactor code structure and improve formatting in attention_vs_attribution and perturbation_robustness_captum_image notebooks

aravind-3105

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Fix model loading code and clean up output in perturbation robustness and attention notebooks

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Address code checks.

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Add data image dog.jpeg

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Expand XAI notebooks with perturbation, TCAV, and attention vs attribution#28

Expand XAI notebooks with perturbation, TCAV, and attention vs attribution#28
aravind-3105 merged 18 commits intomainfrom
ref-imp1-expand

Commits on Mar 17, 2026

Add perturbation & robustness notebooks for text and vision expanding implementation 1

Update XAI Refresher README to include new perturbation notebooks and dependencies

Add new TCAV notebook and README to reflect the addition

Add notebook on attention vs attribution with bertviz

Update XAI Refresher README to include new notebook on attention vs attribution and adjust library dependencies

Update cache directory settings and kernel specifications in notebooks

Commits on Mar 18, 2026

Add perturbation & robustness notebooks for text and vision expanding implementation 1

Fix evaluation function call in 05_evaluation.ipynb (imp4) notebook and update README for clarity on index-url requirements

Update uv.lock

Remove unused asyncio import from 05_evaluation.ipynb

Remove huggingface-hub dependency from pyproject.toml

Refactor imports and improve code formatting in tcav_concept_sensitivity.ipynb

Refactor imports and improve code formatting in attention, perturbation notebooks

Refactor attention_vs_attribution.ipynb by reorganizing code structure and improving function definitions

Refactor code structure and improve formatting in attention_vs_attribution and perturbation_robustness_captum_image notebooks

Fix model loading code and clean up output in perturbation robustness and attention notebooks

Address code checks.

Add data image dog.jpeg