├── .github └── workflows │ ├── docs.yml │ ├── sphinx.yml │ └── testing.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── NOTICE ├── README.rst ├── aws ├── Dockerfile ├── compile.sh ├── docker-compose.yml ├── handler.py ├── push.sh └── requirements.txt ├── azcausal ├── __init__.py ├── core │ ├── __init__.py │ ├── data.py │ ├── donors.py │ ├── effect.py │ ├── error.py │ ├── estimator.py │ ├── formating.py │ ├── frame.py │ ├── output.py │ ├── panel.py │ ├── parallelize.py │ ├── regression.py │ ├── result.py │ └── summary.py ├── data │ └── __init__.py ├── estimators │ ├── __init__.py │ ├── did.py │ ├── event_study.py │ └── panel │ │ ├── __init__.py │ │ ├── did.py │ │ ├── fsdid.py │ │ ├── fuw.py │ │ ├── ratio.py │ │ ├── sdid.py │ │ ├── snn.py │ │ └── vdid.py ├── experimental │ ├── __init__.py │ ├── outliers.py │ ├── rdid.py │ ├── rsdid.py │ └── snnb.py ├── remote │ ├── __init__.py │ ├── client.py │ ├── job.py │ ├── serialization.py │ └── server.py ├── solvers │ ├── __init__.py │ ├── solve_cvxpy.py │ ├── solve_exception.py │ ├── solve_grad.py │ ├── solve_quad.py │ └── solve_scipy.py ├── util │ ├── __init__.py │ ├── analysis.py │ └── solver.py └── version.py ├── docs ├── Makefile ├── make.bat ├── requirements.txt ├── run_ipynb.py └── source │ ├── _static │ └── __init__.py │ ├── conf.py │ ├── error.ipynb │ ├── estimators │ ├── did.ipynb │ ├── estimators.ipynb │ ├── sdid.ipynb │ └── snn.ipynb │ ├── getting_started.ipynb │ ├── images │ └── sdid.png │ ├── index.rst │ ├── installation.ipynb │ ├── license.ipynb │ ├── logo.ico │ ├── logo.png │ ├── logo.pptx │ ├── logo │ └── Slide1.png │ ├── parallelization.ipynb │ ├── power.ipynb │ ├── references.bib │ └── references.rst ├── examples ├── __init__.py ├── aws │ ├── aws_flask.py │ ├── aws_job.py │ ├── aws_lambda_arn.py │ ├── aws_lambda_arn_pickle.py │ ├── aws_lambda_arn_simple.py │ ├── aws_lambda_rest.py │ └── aws_power_analysis.py ├── estimators │ ├── example_did.py │ ├── example_event_study.py │ ├── example_fsdid.py │ ├── example_fuw.py │ ├── example_sdid.py │ └── example_snn.py ├── example_github.py └── tutorials │ ├── example_power.py │ └── example_power_analysis.py ├── requirements ├── aws.txt ├── core.txt ├── fsdid.txt ├── licenses.py ├── snn.txt └── snnb.txt ├── setup.py └── tests ├── __init__.py ├── core ├── __init__.py ├── sdidplus.py ├── test_cdata.py ├── test_cdf.py ├── test_panel.py └── test_util.py ├── estimators ├── __init__.py └── panel │ ├── __init__.py │ ├── sdid │ ├── __init__.py │ ├── correct │ │ ├── bootstrap.pkl │ │ ├── placebo.pkl │ │ └── synthdid.pkl │ ├── custom.r │ └── r_sdid.py │ ├── test_did.py │ ├── test_sdid.py │ ├── test_snn.py │ └── test_vdid.py ├── run_docs.py └── test_examples.py /.github/workflows/docs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amazon-science/azcausal/HEAD/.github/workflows/docs.yml 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