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1. SmallDataBenchmarks SmallDataBenchmarks Public

   Forked from sergeyf/SmallDataBenchmarks

   Small Dataset Benchmarks on the Dataset of Datasets UCI++

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2. fraud-detection_demo_with_calibration fraud-detection_demo_with_calibration Public

   Binary classifier with Venn-ABERS calibration, temporal validation, hyper-parameter optimisation, and fraud detection out of the box

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3. DML_Auto_vs_CatBoost DML_Auto_vs_CatBoost Public

   Does swapping EconML's auto first stage for CatBoost improve CATE in Double Machine Learning? Same CausalForestDML second stage across 13 datasets, paired Wilcoxon. Auto wins PEHE on 7 of 13; tuned…

   Python

4. twfe_dml_demo_with_tuning twfe_dml_demo_with_tuning Public

   TWFE plus Double Machine Learning on a synthetic 240k-row panel, with Optuna nuisance tuning under R-loss and DR-loss. Shows why the nonlinear basis must be built before entity demeaning.

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5. causal-inference-for-llm-rollouts causal-inference-for-llm-rollouts Public

   Zero-to-hero notebooks on causal inference and experimentation for global LLM rollouts: synthetic control, difference-in-differences, propensity scores, regression discontinuity, cluster randomizat…

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6. hybrid-causal-inference hybrid-causal-inference Public

   Causal effect of hybrid vs gasoline powertrain on fuel consumption (EPA data, 9 estimators + robustness suite)

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