Function reference • tidyAML

Model Generators

Functions that will generate models

create_model_spec(): Generate Model Specification calls to parsnip

fast_classification(): Generate Model Specification calls to parsnip

fast_regression(): Generate Model Specification calls to parsnip

Extractors

Functions that extract parts of a model spec tibble

extract_model_spec(): Extract A Model Specification

extract_regression_residuals(): Extract Residuals from Fast Regression Models

extract_wflw(): Extract A Model Workflow

extract_wflw_fit(): Extract A Model Fitted Workflow

extract_wflw_pred(): Extract A Model Workflow Predictions

get_model(): Get a Model

Utility Functions

Utility/Internal Functions and Helpers

core_packages(): Functions to Install all Core Libraries

create_splits(): Utility Create Splits Object

create_workflow_set(): Create a Workflow Set Object

fast_classification_parsnip_spec_tbl(): Utility Classification call to parsnip

fast_regression_parsnip_spec_tbl(): Utility Regression call to parsnip

full_internal_make_wflw(): Full Internal Workflow for Model and Recipe

install_deps(): Functions to Install all Core Libraries

load_deps(): Functions to Install all Core Libraries

match_args(): Match function arguments

Plotting

Functions that plot model information

plot_regression_predictions(): Create ggplot2 plot of regression predictions

plot_regression_residuals(): Create ggplot2 plot of regression residuals

Internals

Internal/Helper functions

internal_make_fitted_wflw(): Internals Safely Make a Fitted Workflow from Model Spec tibble

internal_make_spec_tbl(): Internals Make a Model Spec tibble

internal_make_wflw(): Internals Safely Make Workflow from Model Spec tibble

internal_make_wflw_gee_lin_reg(): Internals Safely Make Workflow for GEE Linear Regression

internal_make_wflw_predictions(): Internals Safely Make Predictions on a Fitted Workflow from Model Spec tibble

internal_set_args_to_tune(): Internals Make a Tunable Model Specification

make_classification_base_tbl(): Internals Make Base Classification Tibble

make_regression_base_tbl(): Internals Make Base Regression Tibble