tlverse

An extensible ecosystem of R packages for targeted causal machine learning

sl3 Public
💪 🤔 Modern Super Learning with Machine Learning Pipelines

JavaScript 86 GPL-3.0 30 28 (2 issues need help) 6 Updated Jan 11, 2022
hal9001 Public
�? 📿 The Highly Adaptive Lasso

R 38 GPL-3.0 13 2 1 Updated Jan 7, 2022
tlverse-handbook Public
🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

TeX 34 CC-BY-4.0 14 3 0 Updated Jan 2, 2022
tlran Public
TLRAN: A Targeted Learning R Archive Network

0 0 0 0 Updated Oct 15, 2021
tlverse-workshops Public template
🎯 📕 Template repository for workshop materials on Targeted Learning with the tlverse

TeX 0 0 0 0 Updated Oct 13, 2021
tmle3mopttx Public
🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention

R 7 GPL-3.0 2 1 0 Updated Oct 6, 2021
delayed Public
🕟 💻 Dependent Delayed Computation

R 14 GPL-3.0 3 6 1 Updated Sep 30, 2021
causalglm Public
Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

R 6 GPL-3.0 0 0 0 Updated Sep 29, 2021
origami Public
🎲 🔮 Comprehensive Cross-Validation Engine

R 24 GPL-3.0 10 2 1 Updated Sep 27, 2021
tlverse Public
📦 🧰 Your One Stop to Targeted Learning in R with the tlverse

22 5 0 0 Updated Sep 22, 2021

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