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README.Rmd
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README.Rmd
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---
output:
md_document:
variant: markdown_github
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r, echo = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "README-"
)
```
# tlverse
`tlverse` is an umbrella package for targeted learning in R.
`library(tlverse)` loads the following core packages:
* [sl3](https://jeremyrcoyle.github.io/sl3/) for SuperLearning
* [tmle3](https://jeremyrcoyle.github.io/tmle3/) for TMLE (Targeted Minimum Loss-based Estimation)
as well as the following helper packages:
* [delayed](https://github.com/jeremyrcoyle/delayed) for parallelizing dependent tasks
* [origami](https://github.com/jeremyrcoyle/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")
```