Files in funcml
Functional Machine Learning Framework
MD5
NEWS.md
README.md
NAMESPACE
DESCRIPTION
R/registry.R
R/tune.R
R/fit.R
R/densemlp_learner.R
R/interpret.R
R/data-doc.R
R/metrics.R
R/funcml-package.R
R/roc_proc.R
R/cv.R
R/dt-utils.R
R/dca.R
R/estimate.R
R/mlp_internal.R
R/compat_predictor.R
R/globals.R
R/shap_plots.R
R/plot_theme.R
R/evaluate.R
R/compare.R
R/utils.R
inst/doc/funcml.pdf
inst/doc/funcml.Rmd
inst/doc/funcml.R
inst/extdata/funcml_demo_regression.csv
inst/extdata/health-data/haberman.csv
inst/extdata/health-data/mammography.csv
inst/extdata/health-data/haberman.names
inst/extdata/health-data/new-thyroid.names
inst/extdata/health-data/new-thyroid.csv
inst/extdata/health-data/mammography.names
inst/extdata/health-data/breast-cancer-wisconsin.data
inst/extdata/health-data/breast-cancer-wisconsin.csv
inst/extdata/health-data/breast-cancer-wisconsin.names
build/vignette.rds
build/partial.rdb
tests/testthat.R
tests/testthat/test-iml-wrappers.R
tests/testthat/test-tune-contract.R
tests/testthat/test-learner-audit-contract.R
tests/testthat/test-resampling.R
tests/testthat/test-plots.R
tests/testthat/test-uncertainty.R
tests/testthat/test-parallel.R
tests/testthat/test-interpret.R
tests/testthat/test-estimate.R
tests/testthat/helper-learner-audit.R
tests/testthat/test-core.R
vignettes/funcml.Rmd
data/funcml_datasets.rda
man/arthritis.Rd
man/cv.Rd
man/evaluate.Rd
man/haberman.Rd
man/compare.Rd
man/interpret-surrogate-methods.Rd
man/evaluate-methods.Rd
man/interpret-local-model-methods.Rd
man/interpret-shap-methods.Rd
man/fit.Rd
man/estimate.Rd
man/interpret-ice-methods.Rd
man/bangladeshmaternalrisk.Rd
man/interpret-calibration-methods.Rd
man/cancerremission.Rd
man/breastcancerdiagnostic.Rd
man/interpret-pdp-methods.Rd
man/interpret.Rd
man/auc_ci.Rd
man/list_tunable_learners.Rd
man/fit-methods.Rd
man/theme_funcml.Rd
man/infantmortality.Rd
man/cigsmoke.Rd
man/list_metrics.Rd
man/interpret-local-methods.Rd
man/pimadiabetes.Rd
man/estimate-methods.Rd
man/compare-methods.Rd
man/heartdisease.Rd
man/learners.Rd
man/roc-methods.Rd
man/time_cv.Rd
man/doctorvisits.Rd
man/mammography.Rd
man/holdout.Rd
man/ketapain.Rd
man/roc_curve.Rd
man/interpret-ale-methods.Rd
man/metrics.Rd
man/list_learners.Rd
man/interpret-permute-methods.Rd
man/interpret-interaction-methods.Rd
man/list_interpretability_methods.Rd
man/dca-methods.Rd
man/tune.Rd
man/group_cv.Rd
man/breastcancerwisconsin.Rd
man/cd4counts.Rd
man/funcml-package.Rd
man/dca.Rd
man/heartfailure.Rd
man/newthyroid.Rd
man/birthweight.Rd
man/tune-methods.Rd
man/figures/README-roc-curve-1.png
man/figures/README-interpret-permute-plot-1.png
man/figures/README-compare-plot-1.png
man/figures/README-interpret-shap-1.png
man/figures/README-interpret-pdp-1.png
man/figures/README-interpret-ale-1.png
man/figures/README-tune-plot-1.png
man/figures/README-interpret-shap-beeswarm-1.png
man/figures/README-calibration-1.png
man/figures/README-evaluate-plot-1.png
man/figures/README-estimate-plot-1.png
man/figures/README-interpret-dca-1.png
