A unified framework for machine learning with time series.
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- unified API for ML/AI with time series, for model building, fitting, application, and validation
- support for a variety of learning tasks including :ref:`forecasting <forecasting_ref>`, :ref:`time series classification <classification_ref>`, :ref:`regression <regression_ref>`, :ref:`clustering <clustering_ref>`.
- composite model building, including pipelines with transformations, ensembles, tuning, reduction
- interactive user experience with scikit-learn like interface conventions
- In-memory computation of a single machine, no distributed computing
- Medium-sized data in pandas and NumPy based containers
- Modular, principled and object-oriented API
- Using interactive Python interpreter, no command-line interface or graphical user interface
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Get Started
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Get started using ``sktime`` quickly.
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Get Started
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Documentation
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User documentation.
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Documentation
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Installation
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Installation Guide.
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Installation
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Estimator Overview
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Overview of all estimators in ``sktime``.
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Estimator Overview
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API Reference
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Understand sktime's API.
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API Reference
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Get Involved
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Find out how you can contribute.
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Get Involved
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Developers
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Information for developers.
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Developers
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About
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Learn more about ``sktime``.
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Learn More