.. _tutorials:

User Guide
==========

..  toctree::
    :maxdepth: 2

    notebooks/classifier/index
    notebooks/drift/index
    notebooks/regressor/index
    notebooks/clusterer/index
    notebooks/anomaly/index
    notebooks/ocl/index
    notebooks/ssl/index
    notebooks/automl/index
    notebooks/uncertainty/index
    notebooks/feature/index
    notebooks/common/index

Talks
=====

Talks and workshops on CapyMOA:

* `PAKDD 2025 "Practical Online Continual Learning" <https://github.com/adaptive-machine-learning/PAKDD2025>`_
* `ECML/PAKDD 2024 "Navigating Complex Machine Learning Challenges in Streaming Data - A Hands-On Tutorial" <https://heymarco.github.io/ecml24-streamingchallenges/>`_
* `Kiwi PyCon 2024 "Data Stream AI" <https://talks.kiwipycon.nz/kiwi-pycon-2024/talk/QCKFSS/>`_
* IJCAI 2024 "Machine Learning for Streaming Data"
* PAKDD 2024 "Machine Learning for Streaming Data"
* KDD 2024 "Practical Machine Learning for Streaming Data"