learner_helpers: Learner helpers

In jeremyrcoyle/sl3: Pipelines for Machine Learning and Super Learning

Description

Learner helpers

Usage

delayed_make_learner(learner_class, ...)

learner_train(learner, task, trained_sublearners)

delayed_learner_train(learner, task, name = NULL)

learner_fit_predict(learner_fit, task = NULL)

delayed_learner_fit_predict(learner_fit, task = NULL)

learner_fit_chain(learner_fit, task = NULL)

delayed_learner_fit_chain(learner_fit, task = NULL)

learner_subset_covariates(learner, task)

learner_process_formula(learner, task)

delayed_learner_subset_covariates(learner, task)

delayed_learner_process_formula(learner, task)

Arguments

learner_class	The learner class to instantiate.
...	Parameters with which to instantiate the learner.
learner	A learner object to fit to the task.
task	The task on which to fit.
trained_sublearners	Any data obtained from a train_sublearners step.
name	a more detailed name for this delayed task, if necessary
learner_fit	a learner object that has already been fit

jeremyrcoyle/sl3 documentation built on Feb. 3, 2022, 9:12 a.m.