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@tlverse

tlverse

Ecosystem of R packages for targeted (causal) machine learning

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  1. tlverse tlverse Public

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

    33 7

  2. sl3 sl3 Public

    💪 🤔 Modern Super Learning with Machine Learning Pipelines

    R 101 41

  3. tmle3 tmle3 Public

    🎯🎓 Generalized Targeted Learning Framework

    R 35 13

  4. origami origami Public

    🎲 🔮 Comprehensive Cross-Validation Engine

    R 27 9

  5. hal9001 hal9001 Public

    🤠 📿 The Highly Adaptive Lasso

    R 49 15

  6. tlverse-handbook tlverse-handbook Public

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

    TeX 57 17

Repositories

Showing 10 of 41 repositories
  • hal9001 Public

    🤠 📿 The Highly Adaptive Lasso

    tlverse/hal9001’s past year of commit activity
    R 49 GPL-3.0 15 5 2 Updated Nov 19, 2024
  • catalyst2024-workshop Public archive

    Materials for the workshop "Targeted Learning: Bridging Machine Learning with Causal and Statistical Inference" as part of the Harvard Catalyst program in November 2024

    tlverse/catalyst2024-workshop’s past year of commit activity
    TeX 6 4 0 0 Updated Nov 16, 2024
  • sl3 Public

    💪 🤔 Modern Super Learning with Machine Learning Pipelines

    tlverse/sl3’s past year of commit activity
    R 101 GPL-3.0 41 33 (2 issues need help) 11 Updated Nov 14, 2024
  • tmle3 Public

    🎯🎓 Generalized Targeted Learning Framework

    tlverse/tmle3’s past year of commit activity
    R 35 13 16 6 Updated Nov 14, 2024
  • tlverse-workshops Public template

    🎯 📕 Template repository for workshop materials on Targeted Learning with the tlverse

    tlverse/tlverse-workshops’s past year of commit activity
    TeX 2 0 1 0 Updated Nov 14, 2024
  • tlverse.r-universe.dev Public

    The tlverse R universe

    tlverse/tlverse.r-universe.dev’s past year of commit activity
    0 0 0 0 Updated Oct 31, 2024
  • tlverse-handbook Public

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

    tlverse/tlverse-handbook’s past year of commit activity
    TeX 57 CC-BY-4.0 17 8 0 Updated Oct 24, 2024
  • tmle3shift Public

    🎯 🎲 Targeted Learning of the Causal Effects of Stochastic Interventions

    tlverse/tmle3shift’s past year of commit activity
    R 16 GPL-3.0 1 3 (1 issue needs help) 0 Updated Sep 21, 2024
  • tlverse.org Public

    🌎 The internet home of the tlverse [source]

    tlverse/tlverse.org’s past year of commit activity
    CSS 2 0 0 0 Updated Sep 19, 2024
  • hal-workshops Public

    Teaching materials for HAL workshops and short courses

    tlverse/hal-workshops’s past year of commit activity
    HTML 4 GPL-3.0 0 0 0 Updated May 14, 2024