CHANGELOG.md
LICENSE
MANIFEST.in
README.md
requirements.txt
requirements_dev.txt
setup.cfg
setup.py
docs/Makefile
docs/conf.py
docs/make.bat
docs/images/ML_uncertainty_logo.jpg
examples/__init__.py
examples/ensemble_model.ipynb
examples/error_propagation.ipynb
examples/fourier_basis.ipynb
examples/linear_regression.ipynb
examples/non_linear_regression_arrhenius.ipynb
examples/non_linear_regression_quadratic.ipynb
examples/parametric_model.ipynb
examples/random_forest_non-normal_distribution.ipynb
examples/spline_synthetic_data.ipynb
examples/spline_wage_data.ipynb
examples/weighted_non_linear_regression_arrhenius.ipynb
ml_uncertainty/__init__.py
ml_uncertainty/cli.py
ml_uncertainty.egg-info/PKG-INFO
ml_uncertainty.egg-info/SOURCES.txt
ml_uncertainty.egg-info/dependency_links.txt
ml_uncertainty.egg-info/entry_points.txt
ml_uncertainty.egg-info/not-zip-safe
ml_uncertainty.egg-info/requires.txt
ml_uncertainty.egg-info/top_level.txt
ml_uncertainty/error_propagation/__init__.py
ml_uncertainty/error_propagation/error_propagation.py
ml_uncertainty/error_propagation/statistical_utils.py
ml_uncertainty/model_inference/__init__.py
ml_uncertainty/model_inference/common_model_functions.py
ml_uncertainty/model_inference/ensemble_model_inference.py
ml_uncertainty/model_inference/gen_utils.py
ml_uncertainty/model_inference/parametric_model_inference.py
ml_uncertainty/non_linear_regression/__init__.py
ml_uncertainty/non_linear_regression/non_linear_regression.py
tests/__init__.py
tests/arrhenius_model.py
tests/test_benchmark_ensemble_model_inference.py
tests/test_benchmark_sm_ols.py
tests/test_benchmark_sm_wls.py
tests/test_ensemble_model_edge_cases.py
tests/test_ensemble_model_feature_importance.py
tests/test_error_propagation.py
tests/test_non_linear_regression.py
tests/test_parametric_model_inference.py
tests/test_sklearn_linear_and_custom_reg.py
tests/benchmarking/.DS_Store
tests/benchmarking/L1_v_L2_loss.py
tests/benchmarking/ensemble_model_prediction_interval.py
tests/benchmarking/ensemble_model_validation.R
tests/benchmarking/sm_linear_models.py
tests/benchmarking/sm_ols.py
tests/benchmarking/sm_ols_non-linear_curve.py
tests/benchmarking/sm_wls.py
tests/benchmarking/sm_outputs/1D_best_fit_params.csv
tests/benchmarking/sm_outputs/1D_param_errors.csv
tests/benchmarking/sm_outputs/1D_pred_bounds.csv
tests/benchmarking/sm_outputs/2D_best_fit_params.csv
tests/benchmarking/sm_outputs/2D_param_errors.csv
tests/benchmarking/sm_outputs/2D_pred_bounds.csv
tests/benchmarking/sm_wls_outputs/sm_params.csv
tests/benchmarking/sm_wls_outputs/sm_params_se.csv
tests/benchmarking/sm_wls_outputs/sm_pred_df_bounds.csv
tests/benchmarking/sm_wls_outputs/w.csv
tests/benchmarking/sm_wls_outputs/x.csv
tests/benchmarking/sm_wls_outputs/y.csv