causal-inference topic

AAAI 22 - Training a Resilient Q-Network against Observational Interference, Causal Inference Q-Networks

huckiyang

Notebooks of Python and R code which illustrates basic causal inference using simulated data

bradleyfay

(ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’

usaito

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

nt-williams

Heterogeneous Treatment Effects

wlattner

Methods for subgroup identification / personalized medicine / individualized treatment rules

jaredhuling

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

LFhase

A spatiotemporal causal convolutional network for predicting PM2.5 concentrations.

zlxy9892

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

tlverse

🎯🎓 Generalized Targeted Learning Framework

tlverse