8000 DOC Add link to plot_lasso_coordinate_descent_path in lasso_path docstring(#30621) by VirenPassi · Pull Request #31616 · scikit-learn/scikit-learn · GitHub
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DOC Add link to plot_lasso_coordinate_descent_path in lasso_path docstring(#30621) #31616

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DOC Add link to plot_lasso_coordinate_descent_path in lasso_path docstring(#30621) #31616

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906d6c6
DOC Add link to plot_lasso_coordinate_descent_path in lasso_path docs…
VirenPassi Jun 21, 2025
ae743f0
DOC improve docstring in lasso_path with example reference (#30621)
VirenPassi Jun 21, 2025
47d2b49
DOC improve docstring in lasso_path with example reference (#30621)
VirenPassi Jun 21, 2025
0c97e02
DOC add example reference for Lasso coordinate descent path in lasso_…
VirenPassi Jun 21, 2025
d84a82f
DOC add link to visual example in lasso_path Examples section
VirenPassi Jun 21, 2025
99dd939
DOC add link to coordinate descent example in lasso_path docstring
VirenPassi Jun 21, 2025
a2e3c7f
DOC add coordinate descent visual example link in lasso_path Notes
VirenPassi Jun 21, 2025
7780d57
DOC fix line continuation issue in lasso_path Notes section
VirenPassi Jun 21, 2025
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7 changes: 6 additions & 1 deletion sklearn/linear_model/_coordinate_descent.py
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Original file line number Diff line number Diff line change
Expand Up @@ -318,10 +318,14 @@ def lasso_path(

Notes
-----
For an example, see
For an example, see:
:ref:`examples/linear_model/plot_lasso_lasso_lars_elasticnet_path.py
<sphx_glr_auto_examples_linear_model_plot_lasso_lasso_lars_elasticnet_path.py>`.

For a visual example of computing and plotting the Lasso coordinate
descent path, see:
:ref:`sphx_glr_auto_examples_linear_model_plot_lasso_coordinate_descent_path`.

To avoid unnecessary memory duplication the X argument of the fit method
should be directly passed as a Fortran-contiguous numpy array.

Expand Down Expand Up @@ -355,6 +359,7 @@ def lasso_path(
>>> print(coef_path_continuous([5., 1., .5]))
[[0. 0. 0.46915237]
[0.2159048 0.4425765 0.23668876]]

"""
return enet_path(
X,
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