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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

    30 7

  2. sl3 sl3 Public

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

    JavaScript 98 39

  3. tmle3 tmle3 Public

    ๐ŸŽฏ๐ŸŽ“ Generalized Targeted Learning Framework

    R 34 14

  4. origami origami Public

    ๐ŸŽฒ ๐Ÿ”ฎ Comprehensive Cross-Validation Engine

    R 27 10

  5. hal9001 hal9001 Public

    ๐Ÿค  ๐Ÿ“ฟ The Highly Adaptive Lasso

    R 47 15

  6. tlverse-handbook tlverse-handbook Public

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

    TeX 54 16

Repositories

Showing 10 of 38 repositories
  • hal9001 Public

    ๐Ÿค  ๐Ÿ“ฟ The Highly Adaptive Lasso

    R 47 GPL-3.0 15 3 1 Updated Nov 13, 2023
  • sl3 Public

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

    JavaScript 98 GPL-3.0 39 31 (2 issues need help) 12 Updated Oct 30, 2023
  • tmle3 Public

    ๐ŸŽฏ๐ŸŽ“ Generalized Targeted Learning Framework

    R 34 14 16 5 Updated Sep 25, 2023
  • 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 54 CC-BY-4.0 16 7 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
  • tmle3shift Public

    ๐ŸŽฏ ๐ŸŽฒ Targeted Learning of the Causal Effects of Stochastic Interventions

    R 14 GPL-3.0 1 5 (1 issue needs help) 0 Updated Dec 13, 2022
  • delayed Public

    ๐Ÿ•Ÿ ๐Ÿ’ป Dependent Delayed Computation

    R 21 GPL-3.0 3 7 1 Updated Oct 19, 2022

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