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GitHub topics: self-influence-functions

sungyubkim/if_classic

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

Language: Jupyter Notebook - Size: 2.83 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Keywords
gaussian-mixture-models 1 gmm 1 influence-functions 1 instance-based-interpretability 1 interpretability 1 interpretable-machine-learning 1 k-nearest-neighbors 1 k-nearest-neighbors-k-nn 1 k-nearest-neighbours 1 kde 1 kernel-density-estimation 1 numpy 1 self-influence-functions 1