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Interpretability And Explainability Python Packages

Python packages with the GitHub topic interpretability-and-explainability. Sorted by relevance, with stars and monthly downloads.
ntakafumi
aime-xai

Approximate Inverse Model Explanations (AIME): model-agnostic XAI through an approximate inverse operator.

2K 19 1
VectorInstitute
crisp-nam

CRISP-NAM: Competing Risks Interpretable Survival Prediction with Neural Additive Models

288 3 0
MattScicluna
interpretable-tsne

Implementation of the gradient-based t-SNE sttribution method described in our GLBIO oral presentation: 'Towards Computing Attributions for Dimensionality Reduction Techniques'

224 1 2
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