├── .circleci └── config.yml ├── .gitattributes ├── .github ├── ISSUE_TEMPLATE │ ├── bug-report.yml │ ├── config.yml │ ├── documentation-issue.yml │ └── feature-request.yml ├── dependabot.yml ├── release-drafter.yml └── workflows │ ├── build-docs.yaml │ ├── lint.yml │ ├── no-response.yaml │ ├── pytest.yml │ └── python-publish.yml ├── .gitignore ├── .gitmodules ├── .pre-commit-config.yaml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── THIRD_PARTY_LICENSES.md ├── action_files ├── imports_with_code.py └── test_models │ ├── requirements.txt │ └── src │ ├── data.py │ ├── evaluation.py │ ├── evaluation_temporal.py │ ├── models.py │ └── models_temporal.py ├── docs ├── core.html.md ├── evaluation.html.md ├── imgs │ ├── index.png │ ├── losses │ │ ├── mae_loss.png │ │ ├── mape_loss.png │ │ ├── mase_loss.png │ │ ├── mq_loss.png │ │ ├── mse_loss.png │ │ ├── q_loss.png │ │ ├── rmae_loss.png │ │ └── rmse_loss.png │ └── plotting.png ├── methods.html.md ├── mintlify │ ├── dark.png │ ├── favicon.svg │ ├── light.png │ └── mint.json ├── probabilistic_methods.html.md ├── to_mdx.py └── utils.html.md ├── experiments ├── hierarchical_baselines │ ├── README.md │ ├── environment.yml │ ├── nbs │ │ ├── run_favorita_baselines.ipynb │ │ ├── run_favorita_hiere2e.ipynb │ │ └── run_hiere2e.ipynb │ └── src │ │ ├── run_baselines.py │ │ └── run_favorita_baselines.py └── libs-comparison │ ├── README.md │ ├── environment.yml │ ├── nbs │ └── parse-results.ipynb │ ├── results.png │ └── src │ ├── data.py │ ├── fable.R │ ├── sktime.py │ └── statsforecast.py ├── hierarchicalforecast ├── __init__.py ├── core.py ├── evaluation.py ├── methods.py ├── probabilistic_methods.py └── utils.py ├── nbs ├── .gitignore ├── _quarto.yml └── examples │ ├── .nodoc │ ├── .notest │ ├── australiandomestictourism-bootstraped-intervals.ipynb │ ├── australiandomestictourism-intervals.ipynb │ ├── australiandomestictourism-multimodel.ipynb │ ├── australiandomestictourism-permbu-intervals.ipynb │ ├── australiandomestictourism.ipynb │ ├── australiandomestictourismcrosstemporal.ipynb │ ├── australiandomestictourismtemporal.ipynb │ ├── australianprisonpopulation.ipynb │ ├── imgs │ ├── AustralianDomesticTourism-results-fable.png │ ├── AustralianPrisonPopulation-results-fable.png │ ├── hierarchical_motivation1.png │ └── hierarchical_motivation2.png │ ├── index.qmd │ ├── installation.ipynb │ ├── introduction.ipynb │ ├── localglobalaggregation.ipynb │ ├── m3withthief.ipynb │ ├── mlframeworksexample.ipynb │ ├── nonnegativereconciliation.ipynb │ ├── tourismlarge-evaluation.ipynb │ ├── tourismsmall.ipynb │ └── tourismsmallpolars.ipynb ├── pyproject.toml ├── scripts ├── cli.ipynb ├── cli.py ├── cvt.py ├── extract_test.sh └── filter_licenses.py └── tests ├── __init__.py ├── _test_benchmark.py ├── conftest.py ├── test_core.py ├── test_deprecation.py ├── test_evaluation.py ├── test_methods.py ├── test_probabilistic_methods.py └── 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