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Update notebooks: new ADML sensitivity-analysis notebooks, PM-4 simulation code, notebook fixes - #40
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lucasmoreira wants to merge 32 commits into
Closed
lucasmoreira wants to merge 32 commits into
lucasmoreira wants to merge 32 commits into
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Code to reproduce the illustrative simulation figures in Chapter PM-4. dml_illustration_sim.py is the main wrapper.
Align birthweight examples to same sample exclusion and specification Fix broken hdmpy in python sensitivity analysis notebook.
Fix hdmpy import for current google colab
Updates to AJR notebooks in AC-2 to run on google colab
Corrections to 401k notebook code - some nuisance functions incorrectly input Update to run on current google colab
Update to follow naming convention of other books. Mild figure edits.
Figure changes
Update to 401k r notebook fixing a labeling issue Creation of first pass at colab ready gasoline example notebook.
R and python notebooks for ADML chapter
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Closing while I make further notebook edits; will continue in a new PR |
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Merges the
update-notebooksbranch intomain.What's included
T-ADML/folder with two sensitivity-analysis notebooks adapted from the Long Story Short: Omitted Variable Bias in Causal Machine Learning replication package:python_ADML_401k.ipynb(R kernel) andgasoline_example/python_ADML_gas.ipynb(Python, with helper modules and data).PM4/simulation scripts and README reproducing the PM-4 illustrative figures.The website (causalml-book.org) is being updated in parallel to list the new notebooks.
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