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☂️📦 One Stop for Targeted Learning in R

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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")

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