├── .Rbuildignore ├── .Rprofile ├── .editorconfig ├── .github ├── dependabot.yml └── workflows │ ├── book-dev-weekly.yml │ ├── book-weekly.yml │ ├── build-book.yml │ └── links.yml ├── .gitignore ├── .ignore ├── .lintr ├── .lycheeignore ├── DESCRIPTION ├── LICENSE ├── Makefile ├── NAMESPACE ├── R ├── links.R ├── name_chunks.R ├── remote_packages.R └── zzz.R ├── README.md ├── attic ├── 05-extending.Rmd ├── extending-tuners.Rmd ├── framework-comparison.qmd ├── hyperband.qmd ├── optimization.qmd ├── performance-roc.qmd ├── predict-score-aggregate-resampling-example.R ├── transition.Rmd ├── tuning_search_space.Rmd └── usecase_regression_part2.Rmd ├── book ├── .Rbuildignore ├── .gitignore ├── Figures │ ├── favicon.ico │ ├── logo.pdf │ └── logo.png ├── _quarto.yml ├── book.bib ├── chapters │ ├── appendices │ │ ├── errata.qmd │ │ ├── overview-tables.qmd │ │ ├── session_info.qmd │ │ ├── solutions.qmd │ │ ├── solutions_large-scale_benchmarking.qmd │ │ └── tasks.qmd │ ├── chapter1 │ │ ├── Figures │ │ │ ├── mlr3_ecosystem.png │ │ │ └── mlr3_ecosystem.svg │ │ └── introduction_and_overview.qmd │ ├── chapter10 │ │ ├── Figures │ │ │ ├── cpu_utilization_1.png │ │ │ ├── cpu_utilization_1.svg │ │ │ ├── cpu_utilization_2.png │ │ │ ├── cpu_utilization_2.svg │ │ │ ├── mlr3book_figures-30.png │ │ │ └── mlr3book_figures-30.svg │ │ └── advanced_technical_aspects_of_mlr3.qmd │ ├── chapter11 │ │ ├── Figures │ │ │ ├── mlr3book_figures-31.png │ │ │ ├── mlr3book_figures-31.svg │ │ │ ├── mlr3book_figures-32.png │ │ │ └── mlr3book_figures-32.svg │ │ └── large-scale_benchmarking.qmd │ ├── chapter12 │ │ ├── Figures │ │ │ ├── DALEX_ema_process.pdf │ │ │ ├── DALEX_ema_process.png │ │ │ └── counterfactuals.png │ │ └── model_interpretation.qmd │ ├── chapter13 │ │ └── beyond_regression_and_classification.qmd │ ├── chapter14 │ │ └── algorithmic_fairness.qmd │ ├── chapter15 │ │ └── predsets_valid_inttune.qmd │ ├── chapter2 │ │ ├── Figures │ │ │ ├── mlr3book_figures-1.png │ │ │ ├── mlr3book_figures-1.svg │ │ │ ├── mlr3book_figures-2.png │ │ │ └── mlr3book_figures-2.svg │ │ └── data_and_basic_modeling.qmd │ ├── chapter3 │ │ ├── Figures │ │ │ ├── confusion_matrix.pdf │ │ │ ├── confusion_matrix.svg │ │ │ ├── mlr3book_figures-3.png │ │ │ ├── mlr3book_figures-3.svg │ │ │ ├── mlr3book_figures-4.png │ │ │ ├── mlr3book_figures-4.svg │ │ │ ├── mlr3book_figures-5.png │ │ │ ├── mlr3book_figures-5.svg │ │ │ ├── mlr3book_figures-6.png │ │ │ ├── mlr3book_figures-6.svg │ │ │ ├── mlr3book_figures-7.png │ │ │ ├── mlr3book_figures-7.svg │ │ │ ├── mlr3book_figures-8.png │ │ │ └── mlr3book_figures-8.svg │ │ └── evaluation_and_benchmarking.qmd │ ├── chapter4 │ │ ├── Figures │ │ │ ├── mlr3book_figures-11.png │ │ │ ├── mlr3book_figures-11.svg │ │ │ ├── mlr3book_figures-12.png │ │ │ ├── mlr3book_figures-12.svg │ │ │ ├── mlr3book_figures-9.png │ │ │ └── mlr3book_figures-9.svg │ │ └── hyperparameter_optimization.qmd │ ├── chapter5 │ │ ├── Figures │ │ │ ├── bo_1d_sinusoidal_bo_rs.pdf │ │ │ ├── bo_1d_sinusoidal_bo_rs.png │ │ │ ├── mlr3book_figures-10.png │ │ │ └── mlr3book_figures-10.svg │ │ └── advanced_tuning_methods_and_black_box_optimization.qmd │ ├── chapter6 │ │ ├── Figures │ │ │ ├── mlr3book_figures-15.png │ │ │ ├── mlr3book_figures-15.svg │ │ │ ├── mlr3book_figures-16.png │ │ │ └── mlr3book_figures-16.svg │ │ └── feature_selection.qmd │ ├── chapter7 │ │ ├── Figures │ │ │ ├── mlr3book_figures-19.png │ │ │ ├── mlr3book_figures-19.svg │ │ │ ├── mlr3book_figures-22.png │ │ │ ├── mlr3book_figures-22.svg │ │ │ ├── mlr3book_figures-23.png │ │ │ └── mlr3book_figures-23.svg │ │ └── sequential_pipelines.qmd │ ├── chapter8 │ │ ├── Figures │ │ │ ├── mlr3book_figures-21.png │ │ │ ├── mlr3book_figures-21.svg │ │ │ ├── mlr3book_figures-24.png │ │ │ ├── mlr3book_figures-24.svg │ │ │ ├── mlr3book_figures-25.png │ │ │ ├── mlr3book_figures-25.svg │ │ │ ├── mlr3book_figures-26.png │ │ │ ├── mlr3book_figures-26.svg │ │ │ ├── mlr3book_figures-27.png │ │ │ ├── mlr3book_figures-27.svg │ │ │ ├── mlr3book_figures-28.png │ │ │ ├── mlr3book_figures-28.svg │ │ │ ├── mlr3book_figures-29.png │ │ │ └── mlr3book_figures-29.svg │ │ └── non-sequential_pipelines_and_tuning.qmd │ ├── chapter9 │ │ ├── Figures │ │ │ ├── mlr3book_figures-13.png │ │ │ ├── mlr3book_figures-13.svg │ │ │ ├── mlr3book_figures-14.png │ │ │ └── mlr3book_figures-14.svg │ │ └── preprocessing.qmd │ └── references.qmd ├── common │ ├── _optional.qmd │ ├── _setup.qmd │ ├── _utils.qmd │ ├── authors.csv │ └── chap_auths.csv ├── index.qmd └── style │ ├── custom.scss │ └── krantz.cls ├── data ├── Makefile ├── README.md ├── code │ ├── generate_ames_dirty.R │ ├── generate_time_series.R │ ├── process_raw.R │ └── test_timeseries_pred_quality.R └── data │ ├── ames_dirty.csv │ └── energy_usage.csv ├── man ├── bbotk.Rd ├── define.Rd ├── index.Rd ├── link.Rd ├── mlr3.Rd ├── mlr3batchmark.Rd ├── mlr3benchmark.Rd ├── mlr3cluster.Rd ├── mlr3data.Rd ├── mlr3db.Rd ├── mlr3extralearners.Rd ├── mlr3fairness.Rd ├── mlr3filters.Rd ├── mlr3fselect.Rd ├── mlr3hyperband.Rd ├── mlr3learners.Rd ├── mlr3mbo.Rd ├── mlr3misc.Rd ├── mlr3oml.Rd ├── mlr3pipelines.Rd ├── mlr3proba.Rd ├── mlr3spatial.Rd ├── mlr3spatiotempcv.Rd ├── mlr3tuning.Rd ├── mlr3tuningspaces.Rd ├── mlr3verse.Rd ├── mlr3viz.Rd ├── name_chunks_mlr3book.Rd ├── paradox.Rd ├── ref.Rd ├── ref_pkg.Rd └── remote_packages.Rd ├── mlr3book.Rproj └── submission ├── Applied-Machine-Learning-Using-mlr3-in-R.pdf ├── Applied-Machine-Learning-Using-mlr3-in-R.tex ├── chapters ├── chapter1 │ ├── Figures │ │ ├── mlr3_ecosystem.png │ │ └── mlr3_ecosystem.svg │ └── introduction_and_overview.tex ├── chapter10 │ ├── Figures │ │ ├── mlr3book_figures-30.png │ │ └── mlr3book_figures-30.svg │ └── advanced_technical_aspects_of_mlr3.tex ├── chapter11 │ ├── Figures │ │ ├── mlr3book_figures-31.png │ │ ├── mlr3book_figures-31.svg │ │ ├── mlr3book_figures-32.png │ │ └── mlr3book_figures-32.svg │ └── large-scale_benchmarking.tex ├── chapter12 │ ├── Figures │ │ ├── DALEX_ema_process.pdf │ │ ├── DALEX_ema_process.png │ │ └── counterfactuals.png │ └── model_interpretation.tex ├── chapter13 │ └── beyond_regression_and_classification.tex ├── chapter14 │ └── algorithmic_fairness.tex ├── chapter2 │ ├── Figures │ │ ├── mlr3book_figures-1.png │ │ ├── mlr3book_figures-1.svg │ │ ├── mlr3book_figures-2.png │ │ └── mlr3book_figures-2.svg │ └── data_and_basic_modeling.tex ├── chapter3 │ ├── Figures │ │ ├── confusion_matrix.pdf │ │ ├── confusion_matrix.svg │ │ ├── mlr3book_figures-3.png │ │ ├── mlr3book_figures-3.svg │ │ ├── mlr3book_figures-4.png │ │ ├── mlr3book_figures-4.svg │ │ ├── mlr3book_figures-5.png │ │ ├── mlr3book_figures-5.svg │ │ ├── mlr3book_figures-6.png │ │ ├── mlr3book_figures-6.svg │ │ ├── mlr3book_figures-7.png │ │ ├── mlr3book_figures-7.svg │ │ ├── mlr3book_figures-8.png │ │ └── mlr3book_figures-8.svg │ └── evaluation_and_benchmarking.tex ├── chapter4 │ ├── Figures │ │ ├── mlr3book_figures-11.png │ │ ├── mlr3book_figures-11.svg │ │ ├── mlr3book_figures-12.png │ │ ├── mlr3book_figures-12.svg │ │ ├── mlr3book_figures-9.png │ │ └── mlr3book_figures-9.svg │ └── hyperparameter_optimization.tex ├── chapter5 │ ├── Figures │ │ ├── bo_1d_sinusoidal_bo_rs.pdf │ │ ├── bo_1d_sinusoidal_bo_rs.png │ │ ├── mlr3book_figures-10.png │ │ └── mlr3book_figures-10.svg │ └── advanced_tuning_methods_and_black_box_optimization.tex ├── chapter6 │ ├── Figures │ │ ├── mlr3book_figures-15.png │ │ ├── mlr3book_figures-15.svg │ │ ├── mlr3book_figures-16.png │ │ └── mlr3book_figures-16.svg │ └── feature_selection.tex ├── chapter7 │ ├── Figures │ │ ├── mlr3book_figures-19.png │ │ ├── mlr3book_figures-19.svg │ │ ├── mlr3book_figures-22.png │ │ ├── mlr3book_figures-22.svg │ │ ├── mlr3book_figures-23.png │ │ └── mlr3book_figures-23.svg │ └── sequential_pipelines.tex ├── chapter8 │ ├── Figures │ │ ├── mlr3book_figures-21.png │ │ ├── mlr3book_figures-21.svg │ │ ├── mlr3book_figures-24.png │ │ ├── mlr3book_figures-24.svg │ │ ├── mlr3book_figures-25.png │ │ ├── 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