Add SHAP tutorial for Transformers - #38

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lisa-sousa wants to merge 32 commits into

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shap_for_transformers

Commits on Jul 24, 2026

Add tutorial notebook for SHAP analysis on Transformers
lisa-sousa
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894fa53

Commits on Jul 27, 2026

Enhance SHAP tutorial notebook with model evaluation and inference pipeline and markdown documentation
lisa-sousa
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516bf6f
Update SHAP tutorial notebook to improve clarity and focus on model-agnostic interpretation
lisa-sousa
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aaeca4b
small adjustments
lisa-sousa
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bfada40

Commits on Jul 28, 2026

Fix correct shap version, add task code, add questions
lisa-sousa
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3579ab4

Commits on Jul 31, 2026

Add image fpr emotions dataset
lisa-sousa
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8ad613a
add shap explainer figure
lisa-sousa
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f190f21
update with figures
lisa-sousa
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0e92c88
adjust figure size
lisa-sousa
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2918f83

Commits on Aug 11, 2026

Label the evaluation metric as balanced accuracy in the SHAP text notebook
ema265
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76711dc

Commits on Aug 24, 2026

Commits on Aug 26, 2026

add images for kernel and tree shap
lisa-sousa
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a85176b
train models with new numpy version
lisa-sousa
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039272a
Delete docs/source/_figures/shap_kernelshap_overview.png.png
lisa-sousa
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305697d
Delete docs/source/_figures/shap_treeshap_overview.png
lisa-sousa
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e856b3f
update shap turoials for tabular data with explanations for explainers
lisa-sousa
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32e3255
rerun all cells
lisa-sousa
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e7e219f
render images properly
lisa-sousa
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30ddc3e
Move explainer explanations to read the docs
lisa-sousa
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554710e
remove too much bold text
lisa-sousa
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b50533d
small code change
lisa-sousa
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8f7f090
update notebook completely to new shap read the docs
lisa-sousa
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88cf71f

Commits on Aug 27, 2026

adjust notebook to new shap read the docs structure
lisa-sousa
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9dbbb77