targeted-learning topic

Variable importance through targeted causal inference, with Alan Hubbard

ck37

:package: Non-parametric Causal Effects Based on Modified Treatment Policies :crystal_ball:

nt-williams

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

tlverse

🎯🎓 Generalized Targeted Learning Framework

tlverse

Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Data

romainkp

SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.

ck37

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

ck37

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

tlverse

A pure Julia implementation of the Targeted Minimum Loss-based Estimation

TARGENE

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 learn...

en0th