├── .codecov.yml ├── .github └── workflows │ ├── mkdocs.yml │ ├── pypi-publish.yml │ └── unit-tests.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── benchmarks ├── README.md ├── binary_classification.csv ├── config.py ├── details.json ├── multiclass_classification.csv ├── regression.csv ├── render.py ├── run.py └── tracks.py ├── deep_river ├── __init__.py ├── __version__.py ├── anomaly │ ├── __init__.py │ ├── ae.py │ ├── probability_weighted_ae.py │ ├── rolling_ae.py │ └── scaler.py ├── base.py ├── classification │ ├── __init__.py │ ├── classifier.py │ ├── rolling_classifier.py │ └── zoo.py ├── regression │ ├── __init__.py │ ├── multioutput.py │ ├── regressor.py │ ├── rolling_regressor.py │ └── zoo.py └── utils │ ├── __init__.py │ ├── estimator_checks.py │ ├── hooks.py │ ├── inspect.py │ ├── params.py │ ├── tensor_conversion.py │ ├── test_estimators.py │ └── test_tensor_conversion.py ├── docs ├── .DS_Store ├── benchmarks │ ├── .pages │ ├── binary_classification.csv │ ├── details.json │ ├── index.md │ ├── multiclass_classification.csv │ └── regression.csv ├── examples │ ├── .pages │ ├── anomaly │ │ ├── example_autoencoder.ipynb │ │ ├── example_lstm_autoencoder.ipynb │ │ ├── example_probability_weighted_autoencoder.ipynb │ │ └── sutskever_ae.png │ ├── catastrophic_forgetting │ │ ├── label_shift.ipynb │ │ └── recurring_concepts.ipynb │ ├── classification │ │ ├── example_classification.ipynb │ │ ├── example_mini_batches.ipynb │ │ └── example_rnn_classification.ipynb │ ├── model_persistence │ │ ├── .pages │ │ ├── README.md │ │ └── model_persistence_demo.ipynb │ └── regression │ │ ├── bike-sharing-forecasting.ipynb │ │ ├── example_mini_batches.ipynb │ │ ├── example_regression.ipynb │ │ └── example_rnn_regression.ipynb ├── getting_started.md ├── img │ ├── logo.png │ └── logo_square.png ├── index.md ├── overrides │ ├── home.html │ ├── main.html │ └── partials │ │ └── footer.html ├── scripts │ 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