Skip to content
@tlverse

tlverse

An extensible ecosystem of R packages for targeted causal machine learning

Pinned

  1. tlverse Public

    📦 🧰 Your One Stop to Targeted Learning in R with the tlverse

    22 5

  2. sl3 Public

    💪 🤔 Modern Super Learning with Machine Learning Pipelines

    JavaScript 86 30

  3. tmle3 Public

    🎯🎓 Generalized Targeted Learning Framework

    R 30 12

  4. origami Public

    🎲 🔮 Comprehensive Cross-Validation Engine

    R 24 10

  5. hal9001 Public

    � 📿 The Highly Adaptive Lasso

    R 38 13

  6. 🎯 📕 Targeted Learning in R: A Causal Data Science Handbook

    TeX 34 14

Repositories

  • 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

Top languages

Loading…

Most used topics

Loading…