Files in MI2DataLab/survxai
Visualization of the Local and Global Survival Model Explanations
.Rbuildignore
.github/workflows/check-standard.yml
.gitignore
.travis.yml
CONTRIBUTING.md
DESCRIPTION
LICENSE
NAMESPACE
NEWS.md
R/calculate_responses.R
R/ceteris_paribus.R
R/explain.R
R/model_performance.R
R/pbcTest.R
R/pbcTrain.R
R/plot_ceteris_paribus.R
R/plot_explainer.R
R/plot_model_performance.R
R/plot_prediction_breakdown.R
R/plot_variable_response.R
R/prediction_breakdown.R
R/print_ceteris_paribus.R
R/print_explainer.R
R/print_model_performance.R
R/print_prediction_breakdown.R
R/print_variable_response.R
R/theme_mi2.R
R/variable_response.R
R/welcome.R
README.md
_pkgdown.yml
codecov.yml
data/pbcTest.rda
data/pbcTrain.rda
docs/CONTRIBUTING.html
docs/MI2logo.jpg
docs/articles/Custom_predict_for_survival_models.html
docs/articles/Global_explanations.html
docs/articles/Global_explanations_files/figure-html/unnamed-chunk-3-1.png
docs/articles/Global_explanations_files/figure-html/unnamed-chunk-5-1.png
docs/articles/Global_explanations_files/figure-html/unnamed-chunk-6-1.png
docs/articles/How_to_compare_models_with_survxai.html
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docs/articles/Local_explanations.html
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docs/articles/index.html
docs/authors.html
docs/docsearch.css
docs/docsearch.js
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/ceteris_paribus.html
docs/reference/explain.html
docs/reference/index.html
docs/reference/model_performance.html
docs/reference/pbcTest.html
docs/reference/pbcTrain.html
docs/reference/plot.surv_ceteris_paribus_explainer-1.png
docs/reference/plot.surv_ceteris_paribus_explainer.html
docs/reference/plot.surv_explainer-1.png
docs/reference/plot.surv_explainer.html
docs/reference/plot.surv_model_performance_explainer-1.png
docs/reference/plot.surv_model_performance_explainer.html
docs/reference/plot.surv_prediction_breakdown_explainer-1.png
docs/reference/plot.surv_prediction_breakdown_explainer.html
docs/reference/plot.surv_variable_response_explainer-1.png
docs/reference/plot.surv_variable_response_explainer.html
docs/reference/prediction_breakdown.html
docs/reference/print.surv_ceteris_paribus_explainer.html
docs/reference/print.surv_explainer.html
docs/reference/print.surv_model_performance_explainer.html
docs/reference/print.surv_prediction_breakdown_explainer.html
docs/reference/print.surv_variable_response_explainer.html
docs/reference/theme_mi2.html
docs/reference/variable_response.html
inst/CITATION
man/ceteris_paribus.Rd
man/explain.Rd
man/model_performance.Rd
man/pbcTest.Rd
man/pbcTrain.Rd
man/plot.surv_ceteris_paribus_explainer.Rd
man/plot.surv_explainer.Rd
man/plot.surv_model_performance_explainer.Rd
man/plot.surv_prediction_breakdown_explainer.Rd
man/plot.surv_variable_response_explainer.Rd
man/prediction_breakdown.Rd
man/print.surv_ceteris_paribus_explainer.Rd
man/print.surv_explainer.Rd
man/print.surv_model_performance_explainer.Rd
man/print.surv_prediction_breakdown_explainer.Rd
man/print.surv_variable_response_explainer.Rd
man/theme_mi2.Rd
man/variable_response.Rd
materials/survxai-cheatsheet.pdf
materials/survxai-cheatsheet.png
misc/img/breakdown.png
misc/img/ceteris_paribus.png
misc/img/model_performance.png
misc/img/variable_response.png
misc/paper.bib
misc/paper.md
survxai.Rproj
tests/testthat.R
tests/testthat/objects_for_tests.R
tests/testthat/test_explainer.R
tests/testthat/test_plot_ceteris_paribus.R
tests/testthat/test_plot_explainer.R
tests/testthat/test_plot_model_performance.R
tests/testthat/test_plot_prediction_breakdown.R
tests/testthat/test_plot_variable_response.R
tests/testthat/test_prints.R
tests/testthat/test_surv_ceteris_paribus.R
tests/testthat/test_surv_model_performance.R
tests/testthat/test_surv_prediction_breakdown.R
tests/testthat/test_surv_variable_response.R
vignettes/Custom_predict_for_survival_models.Rmd
vignettes/Global_explanations.Rmd
vignettes/Global_explanations.html
vignettes/How_to_compare_models_with_survxai.Rmd
vignettes/How_to_compare_models_with_survxai.html
vignettes/How_to_compare_models_with_survxai_files/figure-html/unnamed-chunk-12-1.png
vignettes/How_to_compare_models_with_survxai_files/figure-html/unnamed-chunk-13-1.png
vignettes/How_to_compare_models_with_survxai_files/figure-html/unnamed-chunk-15-1.png
vignettes/How_to_compare_models_with_survxai_files/figure-html/unnamed-chunk-16-1.png
vignettes/How_to_compare_models_with_survxai_files/figure-html/unnamed-chunk-9-1.png
vignettes/Local_explanations.Rmd
vignettes/Local_explanations.html
