├── .github └── pull_request_template.md ├── .gitignore ├── .travis.yml ├── AUTHORS.txt ├── CHANGELOG.md ├── CODE_OF_CONDUCT.rst ├── CONTRIBUTING.rst ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── Makefile ├── _static │ ├── LR_ELBO.png │ ├── LR_data.png │ ├── LR_summary.png │ └── LR_traceplot.png ├── api.rst ├── api │ ├── modules.rst │ ├── pymc3_models.models.rst │ └── pymc3_models.rst ├── conf.py ├── examples.rst ├── getting_started.rst ├── index.rst └── intro.rst ├── notebooks ├── HierarchicalLogisticRegression.ipynb ├── LinearRegression.ipynb ├── LogisticRegression.ipynb ├── NaiveBayes.ipynb └── figures │ └── naive_bayes │ ├── naive_bayes.pdf │ └── naive_bayes.png ├── pymc3_models ├── __init__.py ├── _version.py ├── exc.py ├── models │ ├── HierarchicalLogisticRegression.py │ ├── LinearRegression.py │ ├── LogisticRegression.py │ ├── NaiveBayes.py │ └── __init__.py └── utils.py ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg ├── setup.py └── tests ├── __init__.py └── models ├── __init__.py ├── test_BayesianModel.py ├── test_HierarchicalLogisticRegression.py ├── test_LinearRegression.py ├── test_LogisticRegression.py └── test_NaiveBayes.py /.github/pull_request_template.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/parsing-science/pymc3_models/HEAD/.github/pull_request_template.md -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/parsing-science/pymc3_models/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/parsing-science/pymc3_models/HEAD/.travis.yml -------------------------------------------------------------------------------- /AUTHORS.txt: 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