Man pages for healthyR.ai
The Machine Learning and AI Modeling Companion to 'healthyR'
| 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_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 |
| pca_your_recipe | Perform PCA |
| pipe | Pipe operator |
| required_pkgs.healthyR.ai | Requited Packages |
| 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 |
| tidyeval | Tidy eval helpers |
