The Machine Learning and AI Modeling Companion to 'healthyR'

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Documentation for package ‘healthyR.ai’ version 0.0.13

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

color_blind	Provide Colorblind Compliant Colors
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