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Causal Inference

5 projects

Showing 5 of 5 projects

causalml
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
Forks867
Last commit18 hours ago
pgmpy
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 commit2 days 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">
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
Forks265
Last commit3 months ago
Program Evaluation for Public Service (course)
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
Forks24
Last commit3 years ago
vstats
vstatsV

A dependency-free statistics, linear algebra, and machine learning library for the V programming language, focused on product analytics.

#funnel-analysis#vlang#data-science
Stars5
Forks1
Last commit14 days ago

Related Tags

#Data Science4#Machine Learning3
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