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GitHub topics: t-learner

dscolby/CausalELM.jl

Taking causal inference to the extreme!

Language: Julia - Size: 3.17 MB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 28 - Forks: 1

junyzhou10/MetaLearners

The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple treatment/intervention options exist. The package is still under development.

Language: R - Size: 230 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 0

hklchung/UpliftModelling

A repo with functions for building various COMs and GCOMs quickly.

Language: Python - Size: 26.4 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

Related Keywords
s-learner 3 t-learner 3 x-learner 3 causal-inference 2 r-learning 2 sensitivity-analysis 1 individual-treatment-effects 1 individualized-treatment-rules 1 meta-learning 1 com 1 conditional-outcome-model 1 gcom 1 grouped-conditional-outcome-model 1 propensity-modelling 1 uplift 1 uplift-modelling 1 uplift-models 1 quasi-experimental 1 observational-studies 1 nonparametric-model 1 metalearning 1 metalearner 1 interrupted-time-series 1 g-computation 1 extreme-learning-machine 1 doubly-robust 1 double-machine-learning 1 debiased-machine-learning 1 causal-machine-learning 1 assumption-check 1