doubleml

There are 6 repositories under doubleml topic.

  • tutorial_materials

    DoubleML/tutorial_materials

    Repository for DoubleML tutorial at UseR!2022, UAI2022 and Tools for Causality 2023

    Language:HTML9215

  • DoubleML/DoubleMLReplicationCode

    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

    Language:R8142

  • DoubleML/BasicsDML

    Shiny App illustrating the Key Ingredients of the Double Machine Learning Approach

    Language:R7121

  • JanTeichertKluge/DMLSim

    This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.

    Language:Python6110

  • apoorvalal/aipyw

    minimal, fast, object-oriented implementation of the AIPW and related estimators for many discrete treatments. Implemented with scikitlearners and cross-fitting.

    Language:Jupyter Notebook3101

  • mmuratardag/DS_causalML

    various causal modeling techniques to determine if living in the U.S. or Europe impacts developers’ overall job satisfaction.

    Language:R0100