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@tlverse

tlverse

An extensible ecosystem of R packages for targeted causal machine learning

Pinned

  1. tlverse tlverse Public

    ๐Ÿ“ฆ ๐Ÿงฐ Your One Stop to Targeted Learning in R with the tlverse

    31 7

  2. sl3 sl3 Public

    ๐Ÿ’ช ๐Ÿค” Modern Super Learning with Machine Learning Pipelines

    R 99 39

  3. tmle3 tmle3 Public

    ๐ŸŽฏ๐ŸŽ“ Generalized Targeted Learning Framework

    R 33 13

  4. origami origami Public

    ๐ŸŽฒ ๐Ÿ”ฎ Comprehensive Cross-Validation Engine

    R 27 9

  5. hal9001 hal9001 Public

    ๐Ÿค  ๐Ÿ“ฟ The Highly Adaptive Lasso

    R 48 15

  6. tlverse-handbook tlverse-handbook Public

    ๐ŸŽฏ ๐Ÿ“• Targeted Learning in R: A Causal Data Science Handbook

    TeX 55 17

Repositories

Showing 10 of 39 repositories
  • hal9001 Public

    ๐Ÿค  ๐Ÿ“ฟ The Highly Adaptive Lasso

    R 48 GPL-3.0 15 5 3 Updated May 8, 2024
  • hal-workshops Public

    Teaching materials for HAL workshops and short courses

    3 GPL-3.0 0 0 0 Updated May 1, 2024
  • sl3 Public

    ๐Ÿ’ช ๐Ÿค” Modern Super Learning with Machine Learning Pipelines

    R 99 GPL-3.0 39 33 (2 issues need help) 11 Updated Apr 30, 2024
  • delayed Public

    ๐Ÿ•Ÿ ๐Ÿ’ป Dependent Delayed Computation

    R 21 GPL-3.0 3 6 1 Updated Apr 29, 2024
  • tmle3 Public

    ๐ŸŽฏ๐ŸŽ“ Generalized Targeted Learning Framework

    R 33 13 16 5 Updated Mar 9, 2024
  • jsm2023-workshop Public

    Materials for the workshop "Targeted Learning in the tlverse: Techniques and Tools for Causal Machine Learning" at the 2023 Joint Statistical Meetings (JSM) Conference

    TeX 2 0 0 0 Updated Aug 7, 2023
  • tlverse-workshops Public template

    ๐ŸŽฏ ๐Ÿ“• Template repository for workshop materials on Targeted Learning with the tlverse

    TeX 2 0 0 0 Updated Jul 7, 2023
  • tlverse-handbook Public

    ๐ŸŽฏ ๐Ÿ“• Targeted Learning in R: A Causal Data Science Handbook

    TeX 55 CC-BY-4.0 17 9 0 Updated Jul 7, 2023
  • enar2023-workshop Public archive

    Materials for the workshop "Targeted Learning: Advanced Methods for Causal Machine Learning" at the 2023 International Biometric Society's Eastern North American Region (ENAR) Conference

    R 4 4 0 0 Updated Mar 19, 2023
  • tlverse.org Public

    ๐ŸŒŽ The internet home of the tlverse [source]

    CSS 2 0 0 0 Updated Feb 2, 2023

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