Learn R Programming

healthyR.ai

The Machine Learning and AI Modeling Companion to healthyR

To view the full wiki, click here: Full healthyR.ai Wiki

healthyR.ai is a comprehensive R package designed to streamline machine learning and AI workflows for healthcare data analysis. It provides an intuitive, consistent verb-based framework that simplifies data exploration, transformation, and modeling—taking the guesswork out of healthcare analytics.

✨ Key Features

Copy Link

Version

Install

install.packages('healthyR.ai')

Monthly Downloads

337

Version

0.1.2

License

MIT + file LICENSE

Issues

1

Pull Requests

0

Stars

18

Forks

6

Maintainer

Steven Sanderson

Last Published

August 21st, 2026

Functions in healthyR.ai (0.1.2)

hai_distribution_comparison_tbl

Compare Data Against Distributions
hai_fourier_discrete_augment

Augment Function Fourier Discrete
hai_fourier_augment

Augment Function Fourier
hai_density_plot

Density Histogram Plot
hai_default_regression_metric_set

Metric Set
hai_data_trig

Data Preprocessor - Trigonometric Functions
hai_density_qq_plot

Density QQ Plot
hai_density_hist_plot

Density Histogram Plot
hai_earth_data_prepper

Prep Data for Earth - Recipe
hai_default_classification_metric_set

Metric Set
hai_hyperbolic_augment

Augment Function Hyperbolic
hai_fourier_vec

Vector Function Fourier
hai_hyperbolic_vec

Vector Function Hyperbolic
hai_get_dist_data_tbl

Get Distribution Data Helper
hai_histogram_facet_plot

Histogram Facet Plot
hai_fourier_discrete_vec

Vector Function Discrete Fourier
hai_get_density_data_tbl

Get Density Data Helper
hai_kmeans_automl

Automatic K-Means H2O
hai_kmeans_automl_predict

Automatic K-Means H2O
hai_glmnet_data_prepper

Prep Data for glmnet - Recipe
hai_kmeans_user_item_tbl

K-Means User Item Tibble
hai_kmeans_scree_plt

K-Means Scree Plot
hai_knn_data_prepper

Prep Data for k-NN - Recipe
hai_kmeans_scree_data_tbl

K-Means Scree Plot Data Table
hai_kurtosis_vec

Compute Kurtosis of a Vector
hai_polynomial_augment

Augment Polynomial Features
hai_kmeans_obj

K-Means Object
hai_kmeans_tidy_tbl

K-Means Object Tidy Functions
hai_range_statistic

Get the range statistic
hai_kmeans_mapped_tbl

K-Means Mapping Function
hai_svm_poly_data_prepper

Prep Data for SVM_Poly - Recipe
hai_scale_zero_one_augment

Augment Function Scale Zero One
hai_ranger_data_prepper

Prep Data for Ranger - Recipe
hai_skewness_vec

Compute Skewness of a Vector
hai_scale_fill_colorblind

Provide Colorblind Compliant Colors
hai_scale_zero_one_vec

Vector Function Scale to Zero and One
hai_scale_color_colorblind

Provide Colorblind Compliant Colors
hai_scale_zscore_augment

Augment Function Scale Zero One
hai_skewed_features

Get Skewed Feature Columns
hai_scale_zscore_vec

Vector Function Scale to Zero and One
hai_svm_rbf_data_prepper

Prep Data for SVM_RBF - Recipe
hai_winsorized_move_augment

Augment Function Winsorize Move
hai_umap_plot

UMAP and K-Means Cluster Visualization
hai_winsorized_truncate_augment

Augment Function Winsorize Truncate
pca_your_recipe

Perform PCA
hai_winsorized_truncate_vec

Vector Function Winsorize Truncate
required_pkgs.step_hai_fourier_discrete

Requited Packages
hai_xgboost_data_prepper

Prep Data for XGBoost - Recipe
hai_winsorized_move_vec

Vector Function Winsorize Move
hai_umap_list

UMAP Projection
step_hai_hyperbolic

Recipes Step Hyperbolic Generator
step_hai_winsorized_truncate

Recipes Step Winsorized Truncate Generator
tidyeval

Tidy eval helpers
step_hai_scale_zscore

Recipes Data Scale by Z-Score
step_hai_fourier

Recipes Step Fourier Generator
step_hai_scale_zero_one

Recipes Data Scale to Zero and One
step_hai_fourier_discrete

Recipes Step Fourier Discrete Generator
step_hai_winsorized_move

Recipes Step Winsorized Move Generator
color_blind

Provide Colorblind Compliant Colors
hai_auto_knn

Boilerplate Workflow
hai_auto_ranger

Boilerplate Workflow
hai_auto_cubist

Boilerplate Workflow
hai_auto_glmnet

Boilerplate Workflow
get_juiced_data

Get the Juiced Data
hai_auto_c50

Boilerplate Workflow
hai_auto_earth

Boilerplate Workflow
hai_auto_svm_poly

Boilerplate Workflow
generate_mesh_data

Generate Mesh Data
hai_data_poly

Data Preprocessor - Polynomial Function
hai_auto_xgboost

Boilerplate Workflow
hai_c50_data_prepper

Prep Data for C5.0 - Recipe
hai_data_impute

Data Preprocessor - Imputation
hai_auto_svm_rbf

Boilerplate Workflow
hai_control_chart

Create a control chart
hai_cubist_data_prepper

Prep Data for Cubist - Recipe
hai_auto_wflw_metrics

Collect Metrics from Boilerplat Workflows
hai_data_scale

Data Preprocessor - Scale/Normalize
hai_data_transform

Data Preprocessor - Transformation Functions