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DOC add link to plot_covariance_estimation example in docstrings and userguide #30429

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Jan 2, 2025
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DOC add link to plot_covariance_estimation example in docstrings and userguide #30429

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stefanogaspari Dec 8, 2024
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Adjust and improve DOC add link to plot_covariance_estimation example…
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shorten reference examples in docstring and revert changes in userguide
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6 changes: 6 additions & 0 deletions sklearn/covariance/_shrunk_covariance.py
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Original file line number Diff line number Diff line change
Expand Up @@ -563,6 +563,9 @@ class LedoitWolf(EmpiricalCovariance):
[0.1616..., 0.8022...]])
>>> cov.location_
array([ 0.0595... , -0.0075...])

See also :ref:`sphx_glr_auto_examples_covariance_plot_covariance_estimation.py`
for a more detailed example.
"""

_parameter_constraints: dict = {
Expand Down Expand Up @@ -780,6 +783,9 @@ class OAS(EmpiricalCovariance):
[-1.2431..., 3.3889...]])
>>> oas.shrinkage_
np.float64(0.0195...)

See also :ref:`sphx_glr_auto_examples_covariance_plot_covariance_estimation.py`
for a more detailed example.
"""

@_fit_context(prefer_skip_nested_validation=True)
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