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UT Austin
- Austin, Texas
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stochtree
stochtree PublicForked from StochasticTree/stochtree
Stochastic tree ensembles (BART / XBART) for supervised learning and causal inference
C++
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CLogLogBART
CLogLogBART PublicA unified Bayesian machine learning framework for ordinal, survival, and density regression using the complementary log-log link
C++
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CausalABTesting
CausalABTesting PublicCausal A/B testing and uplift modeling on simulated product/marketing data with CUPED, AIPW, CATE estimation, and zero-inflated revenue outcomes
Jupyter Notebook
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geo-lift-benchmark
geo-lift-benchmark PublicBenchmarking geo-lift estimators for ad incrementality: TBR, synthetic control, and TWFE DiD under simulated geo-panel experiments
Python
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