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healthyR.ai (development version)

healthyR.ai 0.1.0

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.

healthyR.ai 0.0.13

Breaking Changes

  1. Fix #326 - Require R >= 3.3

New Features

None

Minor Fixes and Improvements

None

healthyR.ai 0.0.12

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)

healthyR.ai 0.0.11

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.

healthyR.ai 0.0.10

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

healthyR.ai 0.0.9

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.

healthyR.ai 0.0.8

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

healthyR.ai 0.0.7

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

healthyR.ai 0.0.6

New Features

  1. Fix #132 - Add functions:
  • hai_kurtosis_vec()
  • hai_skewness_vec()
  1. Fix #133 - Add function hai_distribution_comparison_tbl()
  2. Fix #138 - Add function hai_get_dist_data_tbl()
  3. Fix #140 - Add function hai_get_density_data_tbl()
  4. Fix #146 - Add function hai_density_plot()
  5. Fix #141 - Add function hai_density_qq_plot()
  6. Fix #139 - Add function hai_density_hist_plot()
  7. Fix #56 - Add function hai_histogram_facet_plot()
  8. 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

healthyR.ai 0.0.5

New Features

  1. Fix #118 - Add functions:
  • hai_scale_zero_one_vec()
  • hai_scale_zero_one_augment()
  • step_hai_scale_zero_one()
  1. Fix #119 - Add function: hai_range_statistic()

Minor Fixes and Improvements

None

healthyR.ai 0.0.4

Breaking Changes

None

New Features

  1. Fix #108 - Add functions:
  • hai_winsorized_move_vec()
  • hai_winsorized_move_augment()
  • step_hai_winsorized_move()
  1. Fix #107 - Add functions:
  • hai_winsorized_truncate_vec()
  • hai_winsorized_truncate_augment()
  • step_hai_winsorized_truncate()

Minor Fixes and Improvements

None

healthyR.ai 0.0.3

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.

healthyR.ai 0.0.2

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()
  1. Fix #29 - Add function pca_your_recipe()
  2. Fix #32 - Add function hai_kmeans_automl()
  3. Fix #49 - Add function hai_kmeans_automl_predict()

Minor Fixes and Improvements

None

healthyR.ai 0.0.1

Breaking Changes

None

New Features

  1. Fix #9 - Add function hai_control_chart

Minor Fixes and Improvments

None

healthyR.ai 0.0.0.9000

  • Added a NEWS.md file to track changes to the package.