tlverse

tlverse is an umbrella package for targeted learning in R.

library(tlverse) loads the following core packages:

• sl3 for SuperLearning
• tmle3 for TMLE (Targeted Minimum Loss-based Estimation)

as well as the following helper packages:

• delayed for parallelizing dependent tasks
• origami for cross-validation

and packages for individual tmle3 parameters:

coming soon

Installation

Some of these packages are not yet on CRAN, so for now the only option is to install directly via github using devtools:

devtools::install_github("jeremyrcoyle/tlverse")