x-learner

There are 0 repository under x-learner topic.

dscolby / CausalELM.jl
Taking causal inference to the extreme!
causal-inference causal-machine-learning extreme-learning-machine g-computation interrupted-time-series metalearning observational-studies quasi-experimental assumption-check double-machine-learning nonparametric-model sensitivity-analysis metalearner debiased-machine-learning r-learning s-learner t-learner x-learner doubly-robust
Language:Julia 18
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.
causal-inference meta-learning x-learner s-learner t-learner individual-treatment-effects individualized-treatment-rules r-learning
Language:R 9
hklchung / UpliftModelling
A repo with functions for building various COMs and GCOMs quickly.
uplift uplift-modelling propensity-modelling x-learner conditional-outcome-model grouped-conditional-outcome-model com gcom uplift-models s-learner t-learner
Language:Python 4