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docs: add autoML notebook with examples (#198)
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marouabahri authored Oct 9, 2024
1 parent dfcd0c6 commit ac7e578
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1 change: 1 addition & 0 deletions docs/tutorials.rst
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Expand Up @@ -18,6 +18,7 @@ These tutorials will show you how to get started with the CapyMOA library.
notebooks/06_advanced_API.ipynb
notebooks/07_pipelines.ipynb
notebooks/08_prediction_interval.ipynb
notebooks/09_automl.ipynb

.. toctree::
:maxdepth: 1
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454 changes: 454 additions & 0 deletions notebooks/09_automl.ipynb

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3 changes: 0 additions & 3 deletions notebooks/settings_autoclass.json
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Expand Up @@ -19,7 +19,6 @@
"algorithm": "moa.classifiers.lazy.kNN",
"parameters": [
{"parameter": "k", "type":"integer", "value":10, "range":[2,30]}
// {"parameter": "w", "type":"integer", "value":1000, "range":[500,2000]}
]
}
,
Expand All @@ -35,8 +34,6 @@
"algorithm": "moa.classifiers.lazy.kNNwithPAWandADWIN",
"parameters": [
{"parameter": "k", "type":"integer", "value":10, "range":[2,30]}
// {"parameter": "w", "type":"numeric", "value":1000, "range":[1000,5000]},
//{"parameter": "m", "type":"boolean", "value":"false"}
]
}
,
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