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self-influence-functions

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sungyubkim / if_classic

A brief notebook on Influence Function (IF) for classical generative models (e.g., k-NN, KDE, GMM)

kde numpy gaussian-mixture-models gmm k-nearest-neighbours kernel-density-estimation interpretability k-nearest-neighbors influence-functions interpretable-machine-learning k-nearest-neighbors-k-nn self-influence-functions instance-based-interpretability

Updated Feb 6, 2023
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