├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── documentation.md │ └── feature_request.md ├── pull_request_template.md └── workflows │ ├── bump-version.yaml │ ├── docs.yaml │ ├── publish.yaml │ ├── ruff.yaml │ ├── test-lightgbm.yaml │ ├── test-xgboost.yaml │ └── tests.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── LICENSE ├── README.md ├── codecov.yml ├── copyright.tmpl ├── docs ├── api │ ├── composites.md │ ├── index.md │ ├── loop.md │ ├── models.md │ └── transformations.md ├── concepts │ ├── adaptive-ml.md │ ├── design.md │ ├── forecasting-horizon.md │ ├── models.md │ ├── process.md │ ├── speed.md │ └── splitters.md ├── examples │ ├── README.md │ ├── date.py │ ├── ensembling.py │ ├── load_data.py │ ├── preprocess.py │ ├── requirements.txt │ ├── scale.py │ ├── tabular.py │ └── transform-target.py ├── images │ ├── example_thumnail.png │ ├── logo.svg │ ├── logo_white.svg │ ├── overview_diagrams │ │ ├── dream_faster_suite_fold.svg │ │ ├── dream_faster_suite_fold_models.svg │ │ ├── dream_faster_suite_fold_wrappers.svg │ │ ├── dream_faster_suite_krisi.svg │ │ ├── main_diagram.svg │ │ ├── main_features.svg │ │ └── third_party.svg │ ├── product_diagrams │ │ ├── pricing-core.svg │ │ ├── pricing-enterprise.svg │ │ └── pricing-extended.svg │ └── technical_diagrams │ │ ├── continous_online_inference.svg │ │ ├── continous_validation.svg │ │ ├── naive_continuous_validation.png │ │ ├── naive_cross_validation.png │ │ └── splitters.svg ├── index.md ├── product │ ├── license.md │ ├── pricing.md │ └── roadmap.md └── walkthroughs │ ├── benchmarking_sktime_fold.ipynb │ ├── benchmarking_sktime_fold.md │ ├── benchmarking_sktime_fold_files │ ├── benchmarking_sktime_fold_12_1.png │ ├── benchmarking_sktime_fold_14_1.png │ ├── benchmarking_sktime_fold_17_1.png │ ├── benchmarking_sktime_fold_26_1.png │ ├── benchmarking_sktime_fold_28_1.png │ ├── benchmarking_sktime_fold_39_1.png │ ├── benchmarking_sktime_fold_41_2.png │ ├── benchmarking_sktime_fold_43_1.png │ └── benchmarking_sktime_fold_6_1.png │ ├── core_walkthrough.ipynb │ ├── core_walkthrough.md │ └── core_walkthrough_files │ ├── core_walkthrough_27_0.png │ ├── core_walkthrough_63_0.png │ └── core_walkthrough_8_0.png ├── mkdocs.yml ├── pyproject.toml ├── src └── fold │ ├── __init__.py │ ├── base │ ├── __init__.py │ ├── classes.py │ ├── scoring.py │ └── utils.py │ ├── composites │ ├── __init__.py │ ├── columns.py │ ├── concat.py │ ├── ensemble.py │ ├── metalabeling.py │ ├── metalabeling_strategy.py │ ├── residual.py │ ├── sample.py │ ├── selectbest.py │ ├── target.py │ └── utils.py │ ├── events │ ├── __init__.py │ ├── filters │ │ ├── __init__.py │ │ ├── everynth.py │ │ └── no.py │ ├── labeling │ │ ├── __init__.py │ │ ├── fixed.py │ │ └── strategies.py │ ├── utils.py │ └── weights │ │ ├── __init__.py │ │ └── max.py │ ├── loop │ ├── __init__.py │ ├── backend │ │ ├── __init__.py │ │ ├── joblib.py │ │ ├── pathos.py │ │ ├── ray.py │ │ ├── sequential.py │ │ └── thread.py │ ├── backtesting.py │ ├── checks.py │ ├── common.py │ ├── encase.py │ ├── inference.py │ ├── process │ │ ├── __init__.py │ │ └── process_minibatch.py │ ├── training.py │ ├── types.py │ ├── utils.py │ └── wrap.py │ ├── models │ ├── __init__.py │ ├── base.py │ ├── dummy.py │ ├── random.py │ ├── sklearn.py │ └── wrappers │ │ ├── __init__.py │ │ ├── convenience.py │ │ ├── gbd.py │ │ └── types.py │ ├── py.typed │ ├── splitters.py │ ├── transformations │ ├── __init__.py │ ├── columns.py │ ├── date.py │ ├── dev.py │ ├── difference.py │ ├── features.py │ ├── function.py │ ├── holidays.py │ ├── lags.py │ ├── math.py │ ├── scaling.py │ ├── sklearn.py │ └── types.py │ └── utils │ ├── __init__.py │ ├── checks.py │ ├── dataframe.py │ ├── dataset.py │ ├── forward.py │ ├── functional.py │ ├── list.py │ ├── test_utils.py │ ├── tests.py │ └── trim.py └── tests ├── conftest.py ├── fold ├── data │ └── weather.csv ├── integration │ └── test_integration.py └── unit │ ├── __init__.py │ ├── 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