├── .DS_Store ├── .coveragerc ├── .gitattributes ├── .github ├── PULL_REQUEST_TEMPLATE.md └── workflows │ └── unit_tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── images ├── .DS_Store ├── bert_ner_explainer.png ├── bert_qa_explainer.png ├── coverage.svg ├── distilbert_example.png ├── distilbert_example_negative.png ├── logotype@1920x.png ├── logotype@1920x_transparent.png ├── multilabel_example.png ├── pairwise_cross_encoder_example.png ├── tight@1920x.png ├── tight@1920x_transparent.png ├── transformers_interpret_A01.ai ├── vision │ ├── alpha_scaling_sbs.png │ ├── heatmap_sbs.png │ ├── masked_image_sbs.png │ └── overlay_sbs.png ├── zero_shot_example.png └── zero_shot_example2.png ├── notebooks ├── .DS_Store ├── image_classification_explainer.ipynb ├── multiclass_classification_example.ipynb └── ner_example.ipynb ├── poetry.lock ├── pyproject.toml ├── requirements.txt ├── setup.py ├── test ├── .DS_Store ├── .gitkeep ├── text │ ├── test_explainer.py │ ├── test_multilabel_classification_explainer.py │ ├── test_question_answering_explainer.py │ ├── test_sequence_classification_explainer.py │ ├── test_token_classification_explainer.py │ └── test_zero_shot_explainer.py └── vision │ └── test_image_classification.py └── transformers_interpret ├── .DS_Store ├── __init__.py ├── attributions.py ├── errors.py ├── explainer.py └── explainers ├── text ├── __init__.py ├── multilabel_classification.py ├── question_answering.py ├── sequence_classification.py ├── token_classification.py └── zero_shot_classification.py └── vision ├── attribution_types.py └── image_classification.py /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cdpierse/transformers-interpret/HEAD/.DS_Store -------------------------------------------------------------------------------- /.coveragerc: 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