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DOC add links to examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py #28895

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Merged
adrinjalali merged 17 commits into from
May 6, 2024
Merged

DOC add links to examples/linear_model/plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py #28895

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d30f7ad
DOC: add elasticnet example to doc/modules/linear_model.rst
tuhinsharma121 Apr 25, 2024
802e86a
DOC: add elasticnet example to ElasticNet docstring
tuhinsharma121 Apr 25, 2024
e8f876c
DOC: remove extra \
tuhinsharma121 Apr 25, 2024
55aec73
DOC: remove linebreak
tuhinsharma121 Apr 25, 2024
ba7ae9d
DOC: add linebreaks
tuhinsharma121 Apr 25, 2024
a69d4ac
DOC: replace sphinx ref link
tuhinsharma121 Apr 25, 2024
c09efc8
DOC: replace sphinx ref link with exaple path
tuhinsharma121 Apr 25, 2024
821ab71
moved example from Notes to precompute
tuhinsharma121 Apr 26, 2024
58d1c6e
Merge remote-tracking branch 'upstream/main' into add-links-linear-mo…
tuhinsharma121 Apr 26, 2024
ebec868
DOC: change language for the example in precompute
tuhinsharma121 Apr 29, 2024
9610ab2
Merge remote-tracking branch 'upstream/main' into add-links-linear-mo…
tuhinsharma121 Apr 29, 2024
cc595e8
DOC: add . at the end of the parameter description
tuhinsharma121 Apr 29, 2024
b290222
Merge branch 'main' into add-links-linear-model-elasticnet
tuhinsharma121 Apr 30, 2024
a5419ee
Merge branch 'main' into add-links-linear-model-elasticnet
tuhinsharma121 Apr 30, 2024
7e8c0ac
Merge branch 'main' into add-links-linear-model-elasticnet
tuhinsharma121 May 2, 2024
c9c7854
Merge branch 'main' into add-links-linear-model-elasticnet
tuhinsharma121 May 4, 2024
9a038c0
Merge branch 'main' into add-links-linear-model-elasticnet
tuhinsharma121 May 5, 2024
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1 change: 1 addition & 0 deletions doc/modules/linear_model.rst
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Expand Up @@ -530,6 +530,7 @@ The class :class:`ElasticNetCV` can be used to set the parameters

* :ref:`sphx_glr_auto_examples_linear_model_plot_lasso_and_elasticnet.py`
* :ref:`sphx_glr_auto_examples_linear_model_plot_lasso_coordinate_descent_path.py`
* :ref:`sphx_glr_auto_examples_linear_model_plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py`

|details-start|
**References**
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3 changes: 3 additions & 0 deletions sklearn/linear_model/_coordinate_descent.py
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Expand Up @@ -776,6 +776,9 @@ class ElasticNet(MultiOutputMixin, RegressorMixin, LinearModel):
Whether to use a precomputed Gram matrix to speed up
calculations. The Gram matrix can also be passed as argument.
For sparse input this option is always ``False`` to preserve sparsity.
Check :ref:`an example on how to use a precomputed Gram Matrix in ElasticNet
<sphx_glr_auto_examples_linear_model_plot_elastic_net_precomputed_gram_matrix_with_weighted_samples.py>`
for details.

max_iter : int, default=1000
The maximum number of iterations.
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