├── .drake └── .gitignore ├── .gitignore ├── .textlintr └── .gitignore ├── .textlintrc ├── Dockerfile ├── Gemfile ├── Gemfile.lock ├── Guardfile ├── Makefile ├── Python ├── data-split.py ├── fe.py └── setup.py ├── R ├── core_pkgs.R ├── ggplot_jp_font.R ├── prepared_beer.R ├── prepared_hazard.R ├── prepared_landprice.R ├── setup.R └── step_stri_trans.R ├── README.md ├── _bibliography └── references.bib ├── _build ├── 01 │ ├── eda.md │ ├── introduction.md │ ├── readme.md │ ├── tidy-data.md │ └── tidymodels-workflow.md ├── 02 │ ├── categorical.md │ ├── date-and-time.md │ ├── numeric.md │ ├── readme.md │ ├── spatial-data.md │ └── text.md ├── 03 │ ├── data-splitting.md │ ├── dimension-reduction.md │ ├── feature-selection.md │ ├── handling-missing-data.md │ ├── interpretability.md │ ├── model-performance.md │ ├── parameter-tuning.md │ └── readme.md ├── images │ ├── 01 │ │ ├── eda_31_0.png │ │ └── eda_33_0.png │ ├── 2018q2_temp_and_expense-1.png │ ├── LLO-cv.png │ ├── LLTO-cv.png │ ├── LTO-cv.png │ ├── beer_holiday_effect_comperad-1.png │ ├── beer_ts-1.png │ ├── beer_ts_window-1.png │ ├── bin-counting.png │ ├── count-encoding.png │ ├── dummy-coding.png │ ├── dummy-effect-coding.png │ ├── dummy-one-hot-encoding.png │ ├── group-k-fold.png │ ├── hazard_kys_knn_impute-1.png │ ├── hazard_kys_mesh.jpg │ ├── hazard_mesh_count-1.png │ ├── hazard_type_mesh5km-1.png │ ├── hist_lp_distance_from_station-1.png │ ├── hist_lp_distance_from_station_ggridges-1.png │ ├── hold-out.png │ ├── k-fold.png │ ├── knn_scaling_trouble-1.png │ ├── land_price_kanto_log-1.png │ ├── linear_temp_and_expense-1.png │ ├── log_transform_compared-1.png │ ├── logo │ │ ├── _logo.png │ │ ├── download.svg │ │ ├── favicon.ico │ │ ├── jupyter.png │ │ ├── logo.png │ │ └── logo.psd │ ├── lp_acreage_transform-1.png │ ├── lp_categorize_distance-1.png │ ├── lp_correlation-1.png │ ├── lp_correlation_ggally-1.png │ ├── lp_interactions-1.png │ ├── lp_missing_pattern-1.png │ ├── lp_missing_pattern_facet-1.png │ ├── lp_missing_pattern_upset-1.png │ ├── lp_scatter_distance_from_station_posted_land_price-1.png │ ├── lp_scatter_distance_from_station_posted_land_price_logscale-1.png │ ├── lp_surrounding_present_usage_nchar-1.png │ ├── lp_urban_planning_area_barplot-1.png │ ├── meshcode_mapping.png │ ├── missing_df.png │ ├── missing_df_set.png │ ├── missing_listwise.png │ ├── missing_pairwise.png │ ├── model-input.png │ ├── modeling-process.png │ ├── monte-carto-cv.png │ ├── plot_quantile-1.png │ ├── polynomial_temp_and_expense-1.png │ ├── pref08_categorical_count-1.png │ ├── pref08_name_of_nearest_station-1.png │ ├── qq_plot-1.png │ ├── qq_plot_after_boxcox_transform-1.png │ ├── recipes_flow.png │ ├── rolling-origin-forecast-cv-cumulative.png │ ├── rolling-origin-forecast-cv.png │ ├── scale_histogram_comared-1.png │ ├── spline_temp_and_expense-1.png │ ├── step_hyperbolic-1.png │ ├── stratified-k-fold.png │ ├── temp_and_expense-1.png │ ├── text_clearing.png │ ├── tidy-workflow.png │ ├── time-rolling.jpg │ ├── trans_logit-1.png │ └── unnamed-chunk-15-1.png └── intro.md ├── _config.yml ├── _data └── toc.yml ├── _includes ├── buttons.html ├── buttons │ ├── binder.html │ ├── download.html │ ├── jupyterhub.html │ └── thebelab.html ├── css_entry.scss ├── fb_tags.html ├── google_analytics.html ├── head.html ├── js │ ├── anchors.html │ ├── copy-button.html │ ├── dom-update.html │ ├── hide-cell.html │ ├── interact-update.html │ ├── mathjax.html │ └── thebelab.html ├── metadata.json ├── onthispage.html ├── page-nav.html ├── search │ └── lunr │ │ ├── lunr-en.js │ │ └── lunr-store.js ├── sidebar-toggle.html └── sidebar.html ├── _layouts └── default.html ├── _sass ├── components │ ├── _components.hidecells.scss │ ├── _components.interact-button.scss │ ├── _components.page__nav.scss │ ├── _components.search.scss │ ├── _components.sidebar-toggle.scss │ ├── _components.textbook.scss │ ├── _components.textbook__page.scss │ ├── _components.textbook__sidebar-right.scss │ ├── _components.textbook__sidebar.scss │ └── _components.thebelab.scss ├── elements │ ├── _elements.links.scss │ ├── _elements.syntax-highlighting.scss │ ├── _elements.tables.scss │ ├── _elements.typography.scss │ └── _elements.variables.scss ├── generic │ └── _generic.phone-scrolling.scss ├── hamburgers │ ├── _base.scss │ ├── hamburgers.scss │ └── types │ │ └── _arrowalt.scss ├── inuitcss │ ├── elements │ │ ├── _elements.headings.scss │ │ ├── _elements.images.scss │ │ ├── _elements.page.scss │ │ └── _elements.tables.scss │ ├── generic │ │ ├── _generic.box-sizing.scss │ │ ├── _generic.normalize.scss │ │ ├── _generic.reset.scss │ │ └── _generic.shared.scss │ ├── objects │ │ ├── _objects.block.scss │ │ ├── _objects.box.scss │ │ ├── _objects.crop.scss │ │ ├── _objects.flag.scss │ │ ├── _objects.layout.scss │ │ ├── _objects.list-bare.scss │ │ ├── _objects.list-inline.scss │ │ ├── _objects.media.scss │ │ ├── _objects.pack.scss │ │ ├── _objects.ratio.scss │ │ ├── _objects.table.scss │ │ └── _objects.wrapper.scss │ ├── settings │ │ ├── _example.settings.config.scss │ │ ├── _example.settings.global.scss │ │ └── _settings.core.scss │ ├── tools │ │ ├── _tools.clearfix.scss │ │ ├── _tools.font-size.scss │ │ ├── _tools.hidden.scss │ │ └── _tools.mq.scss │ └── utilities │ │ ├── _utilities.clearfix.scss │ │ ├── _utilities.headings.scss │ │ ├── _utilities.hide.scss │ │ ├── _utilities.print.scss │ │ ├── _utilities.responsive-spacings.scss │ │ ├── _utilities.spacings.scss │ │ └── _utilities.widths.scss ├── main.scss ├── objects │ ├── _objects.copy-button.scss │ └── _objects.tooltip.scss └── settings │ └── settings.global.scss ├── assets ├── css │ └── styles.scss ├── custom │ ├── custom.css │ └── custom.js ├── html │ ├── index.html │ └── search_form.html ├── images │ ├── copy-button.svg │ ├── logo_binder.svg │ └── logo_jupyterhub.svg └── js │ ├── anchor.min.js │ ├── ga.js │ ├── lunr │ └── lunr.min.js │ ├── scripts.js │ └── turbolinks.js ├── content ├── 01 │ ├── eda.Rmd │ ├── eda.ipynb │ ├── introduction.Rmd │ ├── introduction.ipynb │ ├── readme.md │ ├── tidy-data.Rmd │ ├── tidy-data.ipynb │ ├── tidymodels-workflow.Rmd │ └── tidymodels-workflow.ipynb ├── 02 │ ├── categorical.Rmd │ ├── categorical.ipynb │ ├── date-and-time.Rmd │ ├── date-and-time.ipynb │ ├── date-and-time.py │ ├── numeric.Rmd │ ├── numeric.ipynb │ ├── readme.md │ ├── spatial-data.Rmd │ ├── spatial-data.ipynb │ ├── text.Rmd │ └── text.ipynb ├── 03 │ ├── data-splitting.Rmd │ ├── data-splitting.ipynb │ ├── dimension-reduction.Rmd │ ├── dimension-reduction.ipynb │ ├── feature-selection.Rmd │ ├── feature-selection.ipynb │ ├── handling-missing-data.Rmd │ ├── handling-missing-data.ipynb │ ├── interpretability.Rmd │ ├── interpretability.ipynb │ ├── model-performance.Rmd │ ├── model-performance.ipynb │ ├── outlier.Rmd │ ├── outlier.ipynb │ └── readme.md ├── LICENSE.md └── intro.md ├── data-raw ├── .gitignore ├── beer.R ├── hazard.R └── landprice.R ├── docker-compose.yaml ├── practical-ds.Rproj ├── 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