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Merged
merged 17 commits into from
Nov 15, 2024
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DOC: Link Examples for SVR, NuSVR, and SVM User Guide #30201

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DOC: Link examples for SGDClassifier, NuSVR, and GradientBoostingRegr…
lunovian Nov 3, 2024
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DOC: Fix formatting and line length for compliance with black and ruff
lunovian Nov 3, 2024
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STYLE: Fix trailing whitespace (W291) in code
lunovian Nov 3, 2024
5de0832
Add ref to SVM, NuSVM and SVM user guide
lunovian Nov 10, 2024
25e8213
Update plot_model_complexity_influence.py
lunovian Nov 10, 2024
82d5cc2
Update _classes.py
lunovian Nov 10, 2024
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Merge branch 'main' into add-links-to-docstrings
lunovian Nov 10, 2024
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Remove redundant backtick
lunovian Nov 11, 2024
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Remove redundant reference
lunovian Nov 11, 2024
0460776
Update line 1158-1159 in sklean/svm/_class.py
lunovian Nov 11, 2024
67d8303
Update line 1348-1349 sklearn/svm/_classes.py
lunovian Nov 11, 2024
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Merge branch 'main' into add-links-to-docstrings
lunovian Nov 11, 2024
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Update svm.rst
lunovian Nov 12, 2024
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Move visualization ref to kernel parameter
lunovian Nov 12, 2024
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Remove Trailing whitespace
lunovian Nov 12, 2024
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Merge branch 'main' into add-links-to-docstrings
lunovian Nov 12, 2024
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Merge branch 'main' into add-links-to-docstrings
lunovian Nov 12, 2024
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4 changes: 4 additions & 0 deletions sklearn/svm/_classes.py
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Expand Up @@ -1163,6 +1163,8 @@ class SVR(RegressorMixin, BaseLibSVM):
Specifies the kernel type to be used in the algorithm.
If none is given, 'rbf' will be used. If a callable is given it is
used to precompute the kernel matrix.
For an intuitive visualization of different kernel types
see :ref:`sphx_glr_auto_examples_svm_plot_svm_regression.py`

degree : int, default=3
Degree of the polynomial kernel function ('poly').
Expand Down Expand Up @@ -1361,6 +1363,8 @@ class NuSVR(RegressorMixin, BaseLibSVM):
Specifies the kernel type to be used in the algorithm.
If none is given, 'rbf' will be used. If a callable is given it is
used to precompute the kernel matrix.
For an intuitive visualization of different kernel types see
See :ref:`sphx_glr_auto_examples_svm_plot_svm_regression.py`

degree : int, default=3
Degree of the polynomial kernel function ('poly').
Expand Down