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
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Updated
Feb 6, 2023 - Jupyter Notebook