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()

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

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()

2. 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()

2. 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()

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

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.