Projects in Awesome Lists tagged with targeted-learning

https://github.com/en0th/ElectricRat

电气鼠靶场系统是一种带有漏洞的Web应用程序，旨在为Web安全渗透测试学习者提供学习和实践的机会。The Electrical Mouse Target Range System is a web application with vulnerabilities designed to provide learning and practice opportunities for web security penetration testing learners.

security targeted-learning

Last synced: 07 Sep 2025

https://github.com/tlverse/tlverse-handbook

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

biostatistics causal-data-science causal-inference causal-machine-learning data-science machine-learning statistics targeted-learning tlverse

Last synced: 19 Feb 2026

https://github.com/ck37/varimpact

Variable importance through targeted causal inference, with Alan Hubbard

causal-inference cv-tmle observational-study targeted-learning tmle variable-importance

Last synced: 18 May 2026

https://github.com/tlverse/causalglm

Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

causal-inference causal-learning data-science generalized-linear-models heterogeneous-treatment-effects high-dimensional-inference interpretable-machine-learning machine-learning marginal-structural-models nonparametric-statistics projection r r-package relative-risk-regression robust-statistics semiparametric-estimation statistics targeted-learning treatment-effects working-model

Last synced: 19 Feb 2026

https://github.com/ck37/ck37r

R functions for project setup, data cleaning, machine learning, SuperLearner, parallelization, and targeted learning.

h2oai parallelization slurm superlearner targeted-learning tmle

Last synced: 18 May 2026

https://github.com/targene/tmle.jl

A Julia implementation of the Targeted Minimum Loss-based Estimation

causal-inference double-robust julia machine-learning non-parametric-statistics statistics targeted-learning tmle

Last synced: 27 Jul 2025

https://github.com/tlverse/tmle3shift

🎯 :game_die: Targeted Learning of the Causal Effects of Stochastic Interventions

causal-inference machine-learning marginal-structural-models stochastic-interventions targeted-learning treatment-effects variable-importance

Last synced: 19 Feb 2026

https://github.com/nhejazi/txshift

:package: :game_die: R/txshift: Efficient Estimation of the Causal Effects of Stochastic Interventions, with Corrections for Outcome-Dependent Sampling

causal-effects causal-inference censored-data machine-learning robust-statistics statistics stochastic-interventions stochastic-treatment-regimes targeted-learning treatment-effects variable-importance

Last synced: 16 Aug 2025

https://github.com/nhejazi/medoutcon

:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects

causal-inference causal-machine-learning inverse-probability-weights machine-learning mediation-analysis r r-package stochastic-interventions targeted-learning treatment-effects

Last synced: 16 Aug 2025

https://github.com/blind-contours/supernova

:dizzy: :dart: Automatic identification of variable and interaction importance using basis functions and non-parametric estimation of interactions/effect modification using joint stochastic interventions.

interactions machine-learning mixed-exposure statistics targeted-learning variable-importance