R: The Machine Learning and AI Modeling Companion to 'healthyR'

# The Machine Learning and AI Modeling Companion to 'healthyR'

## Documentation for package ‘healthyR.ai’ version 0.1.1

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

color_blind | Provide Colorblind Compliant Colors
generate_mesh_data | Generate Mesh Data
get_juiced_data | Get the Juiced Data
hai_auto_c50 | Boilerplate Workflow
hai_auto_cubist | Boilerplate Workflow
hai_auto_earth | Boilerplate Workflow
hai_auto_glmnet | Boilerplate Workflow
hai_auto_knn | Boilerplate Workflow
hai_auto_ranger | Boilerplate Workflow
hai_auto_svm_poly | Boilerplate Workflow
hai_auto_svm_rbf | Boilerplate Workflow
hai_auto_wflw_metrics | Collect Metrics from Boilerplat Workflows
hai_auto_xgboost | Boilerplate Workflow
hai_c50_data_prepper | Prep Data for C5.0 - Recipe
hai_control_chart | Create a control chart
hai_cubist_data_prepper | Prep Data for Cubist - Recipe
hai_data_impute | Data Preprocessor - Imputation
hai_data_poly | Data Preprocessor - Polynomial Function
hai_data_scale | Data Preprocessor - Scale/Normalize
hai_data_transform | Data Preprocessor - Transformation Functions
hai_data_trig | Data Preprocessor - Trigonometric Functions
hai_default_classification_metric_set | Metric Set
hai_default_regression_metric_set | Metric Set
hai_density_hist_plot | Density Histogram Plot
hai_density_plot | Density Histogram Plot
hai_density_qq_plot | Density QQ Plot
hai_distribution_comparison_tbl | Compare Data Against Distributions
hai_earth_data_prepper | Prep Data for Earth - Recipe
hai_fourier_augment | Augment Function Fourier
hai_fourier_discrete_augment | Augment Function Fourier Discrete
hai_fourier_discrete_vec | Vector Function Discrete Fourier
hai_fourier_vec | Vector Function Fourier
hai_get_density_data_tbl | Get Density Data Helper
hai_get_dist_data_tbl | Get Distribution Data Helper
hai_glmnet_data_prepper | Prep Data for glmnet - Recipe
hai_histogram_facet_plot | Histogram Facet Plot
hai_hyperbolic_augment | Augment Function Hyperbolic
hai_hyperbolic_vec | Vector Function Hyperbolic
hai_kmeans_automl | Automatic K-Means H2O
hai_kmeans_automl_predict | Automatic K-Means H2O
hai_kmeans_mapped_tbl | K-Means Mapping Function
hai_kmeans_obj | K-Means Object
hai_kmeans_scree_data_tbl | K-Means Scree Plot Data Table
hai_kmeans_scree_plot | K-Means Scree Plot
hai_kmeans_scree_plt | K-Means Scree Plot
hai_kmeans_tidy_tbl | K-Means Object Tidy Functions
hai_kmeans_user_item_tbl | K-Means User Item Tibble
hai_knn_data_prepper | Prep Data for k-NN - Recipe
hai_kurtosis_vec | Compute Kurtosis of a Vector
hai_polynomial_augment | Augment Polynomial Features
hai_ranger_data_prepper | Prep Data for Ranger - Recipe
hai_range_statistic | Get the range statistic
hai_scale_color_colorblind | Provide Colorblind Compliant Colors
hai_scale_fill_colorblind | Provide Colorblind Compliant Colors
hai_scale_zero_one_augment | Augment Function Scale Zero One
hai_scale_zero_one_vec | Vector Function Scale to Zero and One
hai_scale_zscore_augment | Augment Function Scale Zero One
hai_scale_zscore_vec | Vector Function Scale to Zero and One
hai_skewed_features | Get Skewed Feature Columns
hai_skewness_vec | Compute Skewness of a Vector
hai_svm_poly_data_prepper | Prep Data for SVM_Poly - Recipe
hai_svm_rbf_data_prepper | Prep Data for SVM_RBF - Recipe
hai_umap_list | UMAP Projection
hai_umap_plot | UMAP and K-Means Cluster Visualization
hai_winsorized_move_augment | Augment Function Winsorize Move
hai_winsorized_move_vec | Vector Function Winsorize Move
hai_winsorized_truncate_augment | Augment Function Winsorize Truncate
hai_winsorized_truncate_vec | Vector Function Winsorize Truncate
hai_xgboost_data_prepper | Prep Data for XGBoost - Recipe
kmeans_mapped_tbl | K-Means Mapping Function
kmeans_obj | K-Means Object
kmeans_scree_data_tbl | K-Means Scree Plot Data Table
kmeans_scree_plt | K-Means Scree Plot
kmeans_tidy_tbl | K-Means Object Tidy Functions
kmeans_user_item_tbl | K-Means User Item Tibble
pca_your_recipe | Perform PCA
step_hai_fourier | Recipes Step Fourier Generator
step_hai_fourier_discrete | Recipes Step Fourier Discrete Generator
step_hai_hyperbolic | Recipes Step Hyperbolic Generator
step_hai_scale_zero_one | Recipes Data Scale to Zero and One
step_hai_scale_zscore | Recipes Data Scale by Z-Score
step_hai_winsorized_move | Recipes Step Winsorized Move Generator
step_hai_winsorized_truncate | Recipes Step Winsorized Truncate Generator
umap_list | UMAP Projection
umap_plt | UMAP and K-Means Cluster Visualization