Causal Inference
4 projects
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causalmlPython
A Python package for uplift modeling and causal inference using machine learning algorithms to estimate treatment effects.
#data-science#treatment-effects#experimental-design
Stars5.9k
Forks855
Last commit2 days ago
pgmpyPython
A Python toolkit for causal and probabilistic reasoning using graphical models like Bayesian Networks and Structural Equation Models.
#causal-identification#bayesian-networks#simulation
Stars3.3k
Forks1.1k
Last commit1 day ago
CausalImpact <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R
An R package for estimating causal effects in time series using Bayesian structural time-series models.
#bayesian-statistics#r-package#data-science
Stars1.8k
Forks263
Last commit
Program Evaluation for Public Service (course)HTML
A graduate-level course website for program evaluation and causal inference using R, built with Quarto and a reproducible {targets} pipeline.
#program-evaluation#targets#static-site-generator
Stars65
Forks25
Last commit
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