├── .github └── workflows │ └── build.yml ├── .gitignore ├── .readthedocs.yaml ├── LICENSE.txt ├── MANIFEST.in ├── README.rst ├── docs ├── API.rst ├── _static │ ├── .gitignore │ └── readme_figure.png ├── conf.py ├── index.rst ├── notebooks │ ├── diagnostic_plots.pct.py │ ├── ex_salaries.pct.py │ ├── getting_started.pct.py │ ├── index.rst │ └── under_the_hood.pct.py └── references.rst ├── examples ├── README.rst ├── distributions │ ├── README.rst │ └── plot_distributions.py ├── inspection │ ├── README.rst │ ├── plot_QQ_gaussian_identity.py │ ├── plot_partial_effects_gaussian_identity.py │ ├── plot_partial_effects_gaussian_log.py │ ├── plot_partial_effects_logistic.py │ ├── plot_partial_effects_poisson.py │ └── plot_residuals_gaussian_identity.py ├── links │ ├── README.rst │ └── plot_links.py ├── models │ ├── README.rst │ ├── plot_model_comparison.py │ ├── plot_poisson_regression.py │ ├── plot_powerlifters.py │ └── plot_powerlifters_age.py └── terms │ ├── README.rst │ ├── plot_categorial.py │ ├── plot_categorial_tensor.py │ ├── plot_linear_term.py │ ├── plot_spline_bases_degrees.py │ ├── plot_spline_basis.py │ ├── plot_spline_basis_constraints.py │ ├── plot_spline_basis_fit_to_data.py │ ├── plot_tensorspline.py │ ├── plot_tensorspline_regularization.py │ ├── plot_univariate_spline.py │ ├── plot_univariate_spline_with_expectiles.py │ ├── plot_univariate_spline_with_extrapolation.py │ ├── plot_univariate_spline_with_regularization.py │ └── plot_univariate_spline_with_uncertainty.py ├── generalized_additive_models ├── __init__.py ├── datasets │ ├── __init__.py │ ├── bicycles.csv │ ├── mcycle.csv │ ├── powerlifters.csv │ ├── salaries.csv │ └── test.csv ├── distributions.py ├── gam.py ├── inspection │ ├── __init__.py │ ├── inspection.py │ ├── partial_effect.py │ ├── qq.py │ ├── residual_histogram.py │ └── residual_scatter.py ├── links.py ├── optimizers.py ├── penalties.py ├── splinetransformer.py ├── terms.py ├── tests │ ├── benchmarking.py │ ├── test_against_other_software.py │ ├── test_datasets.py │ ├── test_distributions.py │ ├── test_gam.py │ ├── test_links.py │ ├── test_optimizers.py │ └── test_terms.py └── utils.py └── pyproject.toml /.github/workflows/build.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tommyod/generalized-additive-models/HEAD/.github/workflows/build.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tommyod/generalized-additive-models/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tommyod/generalized-additive-models/HEAD/.readthedocs.yaml 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