Owner
DoubleML
9 indexed repositories · View on GitHub
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doubleml-for-py
DoubleML - Double Machine Learning in Python
Python · 786 stars
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doubleml-for-r
DoubleML - Double Machine Learning in R
R · 169 stars
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doubleml-docs
Documentation and User Guide for DoubleML - Double Machine Learning in Python & R
Python · 25 stars
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doubleml-serverless
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
Python · 12 stars
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tutorial_materials
Repository for DoubleML tutorial at UseR!2022, UAI2022 and Tools for Causality 2023
HTML · 10 stars
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BasicsDML
Shiny App illustrating the Key Ingredients of the Double Machine Learning Approach
R · 8 stars
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doubleml-coverage
Coverage Simulations for DoubleML package
Python · 7 stars
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doubleml-py-vs-r
DoubleML - Unit tests for alignment of the Python and R package
Python · 5 stars
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DML-Hyperparameter-Tuning-Replication
In this Repo we provide the replication code to our simulations as well as the results.
Jupyter Notebook · 3 stars
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DoubleML/doubleml-coverage#8 · 1 comment · 0 reactions · 0 assignees ·
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Update Readme Openenhancement
DoubleML/doubleml-coverage#13 · 0 comments · 0 reactions · 0 assignees ·
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bug
DoubleML/doubleml-coverage#27 · 0 comments · 0 reactions · 1 assignee ·
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Add Losses Opendocumentation enhancement
DoubleML/doubleml-coverage#31 · 0 comments · 0 reactions · 0 assignees ·
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DoubleML/doubleml-for-py#108 · 0 comments · 0 reactions · 0 assignees ·
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new feature
DoubleML/doubleml-for-py#125 · 4 comments · 0 reactions · 0 assignees ·
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new feature
DoubleML/doubleml-for-py#203 · 7 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-py#251 · 1 comment · 0 reactions · 0 assignees ·
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enhancement good first issue new feature
DoubleML/doubleml-for-py#258 · 0 comments · 2 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-py#260 · 0 comments · 0 reactions · 0 assignees ·
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refactoring
DoubleML/doubleml-for-py#298 · 0 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-py#304 · 0 comments · 1 reaction · 0 assignees ·
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enhancement new feature refactoring
DoubleML/doubleml-for-py#320 · 0 comments · 0 reactions · 2 assignees ·
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enhancement new feature
DoubleML/doubleml-for-py#333 · 0 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-py#347 · 1 comment · 0 reactions · 0 assignees ·
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enhancement
DoubleML/doubleml-for-py#350 · 1 comment · 0 reactions · 0 assignees ·
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[Feature Request]: Multiple Treatment variables and multiple instrument variables in DoubleMLPLIV Openenhancement new feature
DoubleML/doubleml-for-py#351 · 1 comment · 0 reactions · 0 assignees ·
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refactoring
DoubleML/doubleml-for-py#364 · 0 comments · 0 reactions · 0 assignees ·
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continuous integration
DoubleML/doubleml-for-py#396 · 0 comments · 0 reactions · 0 assignees ·
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[Feature Request]: Openenhancement new feature
DoubleML/doubleml-for-py#403 · 3 comments · 1 reaction · 0 assignees ·
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documentation
DoubleML/doubleml-docs#78 · 0 comments · 0 reactions · 1 assignee ·
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documentation
DoubleML/doubleml-docs#114 · 0 comments · 0 reactions · 0 assignees ·
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documentation
DoubleML/doubleml-docs#222 · 0 comments · 0 reactions · 1 assignee ·
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documentation
DoubleML/doubleml-docs#271 · 0 comments · 1 reaction · 0 assignees ·
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documentation
DoubleML/doubleml-docs#275 · 2 comments · 0 reactions · 0 assignees ·
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documentation
DoubleML/doubleml-docs#277 · 2 comments · 0 reactions · 0 assignees ·
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documentation
DoubleML/doubleml-for-r#57 · 1 comment · 1 reaction · 0 assignees ·
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documentation question
DoubleML/doubleml-for-r#59 · 1 comment · 0 reactions · 0 assignees ·
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discussion enhancement
DoubleML/doubleml-for-r#62 · 0 comments · 0 reactions · 0 assignees ·
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Messages in DoubleML Openenhancement exception handling
DoubleML/doubleml-for-r#73 · 0 comments · 0 reactions · 0 assignees ·
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enhancement
DoubleML/doubleml-for-r#85 · 1 comment · 0 reactions · 0 assignees ·
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Indended behavior (and execption handling / warning) of repetitive calls to `set_ml_nuisance_params` Open
DoubleML/doubleml-for-r#88 · 0 comments · 0 reactions · 0 assignees ·
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DoubleML/doubleml-for-r#109 · 0 comments · 0 reactions · 1 assignee ·
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unit tests
DoubleML/doubleml-for-r#113 · 1 comment · 0 reactions · 0 assignees ·
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exception handling
DoubleML/doubleml-for-r#117 · 0 comments · 0 reactions · 0 assignees ·
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documentation
DoubleML/doubleml-for-r#118 · 0 comments · 0 reactions · 0 assignees ·
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DoubleML/doubleml-for-r#121 · 1 comment · 0 reactions · 0 assignees ·
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continuous integration unit tests
DoubleML/doubleml-for-r#135 · 0 comments · 0 reactions · 0 assignees ·
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exception handling
DoubleML/doubleml-for-r#136 · 2 comments · 0 reactions · 0 assignees ·
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enhancement
DoubleML/doubleml-for-r#139 · 1 comment · 0 reactions · 0 assignees ·
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continuous integration unit tests
DoubleML/doubleml-for-r#159 · 0 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-r#183 · 0 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-r#185 · 4 comments · 0 reactions · 0 assignees ·
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bug
DoubleML/doubleml-for-r#188 · 0 comments · 0 reactions · 1 assignee ·
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enhancement new feature
DoubleML/doubleml-for-r#192 · 1 comment · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-r#201 · 0 comments · 0 reactions · 0 assignees ·
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enhancement new feature
DoubleML/doubleml-for-r#206 · 0 comments · 0 reactions · 0 assignees ·
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[Bug]: xgboost in R Openbug
DoubleML/doubleml-for-r#208 · 4 comments · 0 reactions · 1 assignee ·
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enhancement new feature
DoubleML/doubleml-for-r#209 · 1 comment · 0 reactions · 0 assignees ·
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DoubleML/doubleml-for-r#212 · 0 comments · 0 reactions · 0 assignees ·