Changes in version 0.1.1.9000 Breaking Changes 1. Fix #355 - Ensure that all hai_data_* functions that return a new recipe object all have the same name. The new name for the updated recipe object is: new_rec_obj. 2. Remove modeltime dependency - The package now uses parallelly::makeClusterPSOCK() and parallel::stopCluster() instead of modeltime::parallel_start() and modeltime::parallel_stop(). Added parallel and parallelly as suggested packages. 3. Fix #376 - Deprecate magrittr %>% in favor of native R pipe |>. This requires R >= 4.1.0. The magrittr package has been removed from Imports. 4. Fix #379 - Deprecate hai_kmeans_automl() and hai_kmeans_automl_predict() - remove h2o dependency New Features None Minor Fixes and Improvements None Changes in version 0.1.1 (2025-04-24) Breaking Changes None New Features None Minor Fixes and Improvements - Fix #349 - Update hai_c50_data_prepper() from @EmilHvitfeldt Changes in version 0.1.0 (2024-09-11) Breaking Changes None New Features 1. Fix #340 - Add mesh generator function. Minor Fixes and Improvements 1. Fix #337 - Fix typo in hai_earth_data_prepper() that caused it to not fully process. Changes in version 0.0.13 (2023-04-02) Breaking Changes 1. Fix #326 - Require R >= 3.3 New Features None Minor Fixes and Improvements None Changes in version 0.0.12 (2023-02-01) Breaking Changes None New Features None Minor Fixes and Improvements 1. Fix #319 - Fix the .name_repair error stemming from the hai_umap_list() hai_umap_list() / umap_list() function. (@VladPerervenko) Changes in version 0.0.11 (2023-01-12) Breaking Changes None New Features None Minor Fixes and Improvements 1. Fix #312 - Fix a typo in hai_kmeans_automl() that caused the function to fail before any modeling even occurred. Changes in version 0.0.10 (2022-11-16) Breaking Changes None New Features 1. Fix #303 - Export data processing functions to be exposed as function insted of internally only. This means you no longer need to use healthyR.ai::: to access the functions. Minor Fixes and Improvements 1, Fix #306 - Fix failing custom recipe steps due to type checks Changes in version 0.0.9 (2022-10-04) Breaking Changes None New Features 1. Fix #286 - Add function hai_umap_list() and alias umap_list() this helps users who transition from the healthyR functionality of the same name, while also creating distinct functionality related to healthyR.ai 2. Fix #287 - Add function hai_umap_plot() and alias umap_plt() this helps the same as Fix #286. Minor Fixes and Improvments 1. Fix #289 - Add the uwot package to the DESCRIPTION file in order to make umap_ functions. 2. Fix #288 - Alias all kmeans hai functions to mirror healthyR for api compatability. 3. Fix #290 - Add kmeans-umap vignette. Changes in version 0.0.8 (2022-07-04) Breaking Changes None New Features 1. Fix #219 - Add functions color_blind() hai_scale_color_colorblind() and hai_scale_fill_colorblind() 2. Fix #227 - Add function hai_auto_wflw_metrics() 3. Fix #243 - Add boilerplate functions for C5.0 hai_c50_data_prepper() and hai_auto_c50() 4. Fix #246 - Add boilerplate functions for glmnet hai_glmnet_data_prepper() and hai_auto_glmnet() 5. Fix #249 - Add boilerplate functions for cubist hai_cubist_data_prepper() and hai_auto_cubist() 6. Fix #256 - Add boilerplate functions for Earth hai_earth_data_prepper() and hai_auto_earth() 7. Fix #259 - Add boilerplate functions for Kernlab hai_svm_poly_data_prepper() and hai_auto_svm_poly() 8. Fix #265 - Add boilerplate functions for Kernlab hai_svm_rbf_data_prepper() and hai_auto_svm_rbf() 9. Fix #269 - Add boilerplate functions for ranger hai_ranger_data_prepper() and hai_auto_ranger() 10. Fix #274 - Add boilerplate functions for xgboost hai_xgboost_data_prepper() and hai_auto_xgboost() Minor Fixes and Improvements 1. Fix #240 - Add parameter arguments as attributes to list output for boilerplate functions. 2. Fix #273 - We fixed a bug 🐛 in step_hyperbolic() in tidymodels/recipes#932 and this PR updates healthyR.ai to reflect that fix. Thank you @juliasilge Changes in version 0.0.7 (2022-04-29) Breaking Changes None New Features 1. Fix #209 - Add function hai_skewed_features() 2. Fix #210 - Export current internal functions. 3. Fix #206 - Add functions hai_scale_zscore_vec() and hai_scale_zscore_augment() and add step_hai_scale_zscore() 4. Fix #207 - Add function hai_knn_data_prepper() 5. Fix #220 - Add function hai_default_regression_metric_set() 6. Fix #222 - Add function hai_default_classification_metric_set() 7. Fix #205 and #223 - Add function hai_auto_knn() Minor Fixes and Improvements 1. Fix #208 - Enhance hai_histogram_facet_plot() It now returns a list output invisible while printing the plot out. The list includes the original data and the factored data along with the plot. There has been a parameter addition of .scale_data which is set to FALSE and uses hai_scale_zero_one_vec() to do the work. 2. Fix #221 - Add yardstick (>= 0.0.8) to DESCRIPTION file. Breaking Changes None Changes in version 0.0.6 (2022-02-27) New Features 1. Fix #132 - Add functions: - hai_kurtosis_vec() - hai_skewness_vec() 2. Fix #133 - Add function hai_distribution_comparison_tbl() 3. Fix #138 - Add function hai_get_dist_data_tbl() 4. Fix #140 - Add function hai_get_density_data_tbl() 5. Fix #146 - Add function hai_density_plot() 6. Fix #141 - Add function hai_density_qq_plot() 7. Fix #139 - Add function hai_density_hist_plot() 8. Fix #56 - Add function hai_histogram_facet_plot() 9. Fix #178 - Add loadings plots to pca_your_recipe() output. Added a parameter of .top_n to get how many vairable loadings you want returned. Minor Fixes and Improvements 1. Fix #180 - Move cli and crayon to Imports from Suggest due to pillar not importing anymore. 2. Fix #182 - Drop need for cli, crayon, and rstudioapi 3. Fix #187 - Update step print methods as described by the tidymodels team. Breaking Changes None Changes in version 0.0.5 (2022-01-07) New Features 1. Fix #118 - Add functions: - hai_scale_zero_one_vec() - hai_scale_zero_one_augment() - step_hai_scale_zero_one() 2. Fix #119 - Add function: hai_range_statistic() Minor Fixes and Improvements None Changes in version 0.0.4 (2021-12-08) Breaking Changes None New Features 1. Fix #108 - Add functions: - hai_winsorized_move_vec() - hai_winsorized_move_augment() - step_hai_winsorized_move() 2. Fix #107 - Add functions: - hai_winsorized_truncate_vec() - hai_winsorized_truncate_augment() - step_hai_winsorized_truncate() Minor Fixes and Improvements None Changes in version 0.0.3 (2021-11-23) Breaking Changes None New Features 1. Fix #61 - Add internal function hai_data_scale() 2. Fix #63 - Add internal function hai_data_impute() 3. Fix #58 - Add internal function hai_data_trig(), Exported Func step_hai_hyperbolic() 4. Fix #68 - Add hai_hyperbolic_vec() function. 5. Fix #70 - Add hai_hyperbolic_augment() function. 6. Fix #75 - Add hai_fourier_vec(),hai_fourier_augment(),step_hai_fourier() functions. 7. Fix #89 - Add hai_fourier_discrete_vec(), hai_fourier_discrete_augment(), step_hai_fourier_discrete() 8. Fix #57 - Add hai_polynomial_augment() 9. Fix #60 - Add internal function hai_data_transform() 10. Fix #93 - Add internal function hai_data_poly() Minor Fixes and Improvments 1. Fix #81 - Add process to register s3 methods to work with tune objects. Changes in version 0.0.2 (2021-09-02) Breaking Changes None New Features 1. Fix #22 - Add functions: - hai_kmeans_mapped_tbl() - hai_kmeans_obj() - hai_kmeans_scree_data_tbl() - hai_kmeans_scree_plt() - hai_kmeans_tidy_tbl() - hai_kmeans_user_item_tbl() 2. Fix #29 - Add function pca_your_recipe() 3. Fix #32 - Add function hai_kmeans_automl() 4. Fix #49 - Add function hai_kmeans_automl_predict() Minor Fixes and Improvements None Changes in version 0.0.1 (2021-08-20) Breaking Changes None New Features 1. Fix #9 - Add function hai_control_chart Minor Fixes and Improvments None Changes in version 0.0.0.9000 - Added a NEWS.md file to track changes to the package.