docs(tutorial.rst): add talks section

adaptive-machine-learning · Jul 25, 2024 · c5a339b · c5a339b
1 parent 24327fc
commit c5a339b
Show file tree

Hide file tree

Showing 3 changed files with 42 additions and 34 deletions.
diff --git a/docs/index.rst b/docs/index.rst
@@ -93,7 +93,7 @@ Tutorials to help you get started with CapyMOA.
 .. toctree::
    :maxdepth: 2
 
-   notebooks/index
+   tutorials
 
 📚 Reference Manual
 -------------------

diff --git a/docs/tutorials.rst b/docs/tutorials.rst
@@ -0,0 +1,41 @@
+.. _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
+
+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"
diff --git a/notebooks/index.rst b/notebooks/index.rst