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doubleml
Here are 11 public repositories matching this topic...
Replication of Simulations in Bach et al. (2024) - DoubleML - An Object-Oriented Implementation of Double Machine Learning in R, https://doi.org/10.18637/jss.v108.i03
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Jun 5, 2024 - R
Shiny App illustrating the Key Ingredients of the Double Machine Learning Approach
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Aug 2, 2022 - R
This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.
machine-learning deep-learning neural-network simulation transformers transformer multi-modal causal-inference case-study bert causal multimodal multimodal-deep-learning dgp causal-machine-learning beit double-machine-learning doubleml
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Jun 20, 2023 - Python
minimal, fast, object-oriented implementation of the AIPW and related estimators for many discrete treatments. Implemented with scikitlearners and cross-fitting.
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Jun 29, 2026 - Python
HSE FES Econometrics-2 (advanced course) project
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May 11, 2026 - Jupyter Notebook
Causal inference for insurance pricing. Double Machine Learning with CatBoost nuisance models, confounding bias reports, Poisson/Gamma/binary outcomes.
python insurance pricing causal-inference actuarial catboost double-ml insurance-pricing double-machine-learning doubleml uk-insurance
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Mar 7, 2026 - Python
Single Stock predictions using various machine learning methods
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Feb 5, 2026
Double Machine Learning estimate of price elasticity from observational retail data, served via Streamlit.
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Aug 21, 2026 - Python
various causal modeling techniques to determine if living in the U.S. or Europe impacts developers’ overall job satisfaction.
causal-forest causal-discovery causal-machine-learning doubleml bayesian-learning-networks causal-segmentation
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Jan 25, 2025 - R
Causal effect of hybrid vs gasoline powertrain on fuel consumption (EPA data, 9 estimators + robustness suite)
python jupyter-notebook tabular-data econometrics sensitivity-analysis causal-inference observational-study fuel-economy catboost propensity-score aipw double-machine-learning doubly-robust doubleml treatment-effect econml inverse-probability-weighting
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Jul 2, 2026 - Jupyter Notebook
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