Files in mstaniak/localExplanations

LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles

.Rbuildignore

.gitignore

.travis.yml

DESCRIPTION

NAMESPACE

NEWS.md R/helper_functions.R R/kernels.R R/localModel.R R/local_surrogate.R R/neighbourhood.R R/plot_print.R R/tree_discretizer.R README.md

_pkgdown.yml

codecov.yml

contributing.md

docs/404.html

docs/MI2logo.jpg

docs/articles/classification_example.html

docs/articles/classification_example_files/accessible-code-block-0.0.1/empty-anchor.js

docs/articles/classification_example_files/figure-html/explanation-1.png

docs/articles/classification_example_files/figure-html/explanation-2.png

docs/articles/classification_example_files/header-attrs-2.3/header-attrs.js

docs/articles/index.html

docs/articles/localModel_methodology.html

docs/articles/localModel_methodology_files/accessible-code-block-0.0.1/empty-anchor.js

docs/articles/localModel_methodology_files/header-attrs-2.3/header-attrs.js

docs/articles/regression_example.html

docs/articles/regression_example_files/accessible-code-block-0.0.1/empty-anchor.js

docs/articles/regression_example_files/figure-html/plot-1.png

docs/articles/regression_example_files/header-attrs-2.3/header-attrs.js

docs/authors.html

docs/bootstrap-toc.css

docs/bootstrap-toc.js

docs/contributing.html

docs/dalexverse-2.css

docs/dalexverse.css

docs/docsearch.css

docs/docsearch.js

docs/drwhy_znak_violet.jpg

docs/drwhy_znak_violet_small.jpg

docs/drwhylogo.jpg

docs/index.html

docs/jquery.sticky-kit.min.js

docs/link.svg

docs/news/index.html

docs/pkgdown.css

docs/pkgdown.js

docs/pkgdown.yml

docs/reference/gaussian_kernel-1.png

docs/reference/gaussian_kernel.html

docs/reference/grapes-colon-colon-colon-grapes.html

docs/reference/identity_kernel-1.png

docs/reference/identity_kernel.html

docs/reference/index.html

docs/reference/individual_surrogate_model-1.png

docs/reference/individual_surrogate_model.html

docs/reference/localModel.html

docs/reference/model_type.html

docs/reference/plot.local_surrogate_explainer-1.png

docs/reference/plot.local_surrogate_explainer.html

docs/reference/plot_interpretable_feature.html

docs/reference/predict_model.html

docs/reference/predict_surrogate.html

docs/reference/print.local_surrogate_explainer-1.png

docs/reference/print.local_surrogate_explainer.html

docs/tocBullet.svg

localModel.Rproj

man/gaussian_kernel.Rd man/identity_kernel.Rd man/individual_surrogate_model.Rd man/localModel.Rd man/plot.local_surrogate_explainer.Rd man/plot_interpretable_feature.Rd man/print.local_surrogate_explainer.Rd tests/testthat.R tests/testthat/setup-xyz.R tests/testthat/teardown-xyz.R tests/testthat/test_generic.R tests/testthat/test_individual_surrogate_model.R tests/testthat/test_interpretable_inputs.R tests/testthat/test_main.R tests/testthat/test_transform_to_interpretable.R vignettes/classification_example.Rmd vignettes/localModel_methodology.Rmd vignettes/regression_example.Rmd

mstaniak/localExplanations documentation built on Sept. 24, 2021, 6:21 p.m.