Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: s-learner

dscolby/CausalELM.jl

Taking causal inference to the extreme!

Language: Julia - Size: 2.35 MB - Last synced: 5 days ago - Pushed: 6 days ago - Stars: 18 - Forks: 0

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: 11 months ago - Pushed: about 1 year 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: about 1 year ago - Pushed: about 3 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