.. _tutorials:

Tutorials
=========
These tutorials will show you how to get started with the CapyMOA library.


.. toctree::
   :maxdepth: 1
   :caption: Tutorials:

   notebooks/00_getting_started.ipynb
   notebooks/01_evaluation.ipynb
   notebooks/02_sklearn.ipynb
   notebooks/03_pytorch.ipynb
   notebooks/04_drift_streams.ipynb
   notebooks/05_new_learner.ipynb
   notebooks/06_advanced_API.ipynb
   notebooks/07_pipelines.ipynb
   notebooks/08_prediction_interval.ipynb

.. toctree::
   :maxdepth: 1
   :caption: Extra Tutorials:

   notebooks/SSL_example.ipynb
   notebooks/anomaly_detection.ipynb
   notebooks/drift_detection.ipynb
   notebooks/parallel_ensembles.ipynb
   notebooks/save_and_load_model.ipynb
   notebooks/clustering.ipynb

Talks
=====

Talks and workshops on CapyMOA:

* `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"