DoubleML

All

13 repositories

doubleml-for-py
Public
DoubleML - Double Machine Learning in Python
data-science statistics econometrics causal-inference double-machine-learning python machine-learning scikit-learn
Python
•
BSD 3-Clause "New" or "Revised" License
•78•527•17•1•Updated Jan 15, 2025Jan 15, 2025
doubleml-docs
Public
Documentation and User Guide for DoubleML - Double Machine Learning in Python & R
Python
•
BSD 3-Clause "New" or "Revised" License
•10•21•6•1•Updated Jan 13, 2025Jan 13, 2025
doubleml-coverage
Public
Coverage Simulations for DoubleML package
Python
•
BSD 3-Clause "New" or "Revised" License
•1•7•0•0•Updated Jan 10, 2025Jan 10, 2025
doubleml.github.io
Public
Documentation for DoubleML
Jupyter Notebook
•0•8•0•0•Updated Jan 9, 2025Jan 9, 2025
doubleml-rdflex
Public
DoubleML implementation of RDFlex
Python
•
BSD 3-Clause "New" or "Revised" License
•78•0•0•0•Updated Jan 9, 2025Jan 9, 2025
doubleml-for-r
Public
DoubleML - Double Machine Learning in R
data-science machine-learning r statistics econometrics causal-inference double-machine-learning mlr3
R
•
Other
•26•136•23•3•Updated Nov 22, 2024Nov 22, 2024
DoubleMLReplicationCode
Public
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
python machine-learning r simulation causalml doubleml
R
•
Other
•1•7•0•0•Updated Jun 5, 2024Jun 5, 2024
DML-Hyperparameter-Tuning-Replication
Public
In this Repo we provide the replication code to our simulations as well as the results.
Jupyter Notebook
•0•2•0•0•Updated Jan 29, 2024Jan 29, 2024
doubleml-serverless
Public
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
python data-science machine-learning statistics serverless scikit-learn econometrics causal-inference double-machine-learning aws-lambda
Python
•
MIT License
•0•12•1•1•Updated Dec 25, 2023Dec 25, 2023
tutorial_materials
Public
Repository for DoubleML tutorial at UseR!2022, UAI2022 and Tools for Causality 2023
tutorial causalml doubleml user2022 uai2022
HTML
•3•10•1•0•Updated Sep 26, 2023Sep 26, 2023
doubleml-py-vs-r
Public
DoubleML - Unit tests for alignment of the Python and R package
Python
•
MIT License
•0•5•1•0•Updated Nov 23, 2022Nov 23, 2022
BasicsDML
Public
Shiny App illustrating the Key Ingredients of the Double Machine Learning Approach
app simulation causalml doubleml
R
•0•6•2•0•Updated Aug 2, 2022Aug 2, 2022
hdm
Public
R
•
Other
•9•1•0•0•Updated Aug 19, 2021Aug 19, 2021