Files in distillML
Model Distillation and Interpretability Methods for Machine Learning Models

MD5

NAMESPACE

DESCRIPTION

R/predictor.R R/distiller.R R/interpret.R R/surrogate.R R/plotter.R tests/testthat.R tests/testthat/test-distill_feats.R tests/testthat/test-localSurrogate.R tests/testthat/test-plotter.R tests/testthat/test-ale_plots.R tests/testthat/test-interpreter.R tests/testthat/test-predictor.R tests/testthat/test-surrogate.R man/localSurrogate.Rd man/Surrogate.Rd man/ale.Rd man/set.center.at.Rd man/print-Predictor.Rd man/build.grid.Rd man/Interpreter.Rd man/predict-Surrogate.Rd man/predict-Predictor.Rd man/set.grid.points.Rd man/distill.Rd man/predict_ICE.Plotter.Rd man/plot-Interpreter.Rd man/predict_PDP.1D.Plotter.Rd man/center.preds.Rd man/Predictor.Rd man/predict_ALE.Rd man/predict_PDP.2D.Plotter.Rd

man/figures/unnamed-chunk-6-2.png

man/figures/unnamed-chunk-8-1.png

man/figures/pdp_ice.png

man/figures/unnamed-chunk-6-1.png

man/figures/ale.png

man/figures/pdp.png

man/figures/ice.png

man/figures/local_surr.png

distillML documentation built on March 31, 2023, 8 p.m.

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