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Interpretability And Explainability Python Packages

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

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

237 24 1
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'

153 1 2
VectorInstitute
crisp-nam

An intepretable model for survival prediction in competing risks settings. Checkout our blog!! https://vectorinstitute.github.io/crisp-nam/blog/

138 3 0
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