# Common functionality

Learn how to use CapyMOA’s cross-domain building blocks: pipelines, third-party
integrations, and model persistence.

* [Using sklearn with CapyMOA](sklearn_models.md)
* [Using PyTorch with CapyMOA](pytorch_integration.md)
* [Exploring advanced features](advanced_API.md)
* [Pipelines and transformers](pipelines.md)
* [Save and Load a Model](save_and_load_model.md)

# See also

- [`capymoa.stream.preprocessing`](../../api/modules/capymoa.stream.preprocessing.md#module-capymoa.stream.preprocessing)

These tutorials cover functionality that is not tied to a single research domain,
such as integrating scikit-learn and PyTorch models, accessing the underlying MOA
API directly, building pipelines with transformers, and saving/loading models.