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DOC Move lower_bounds_ changelog to upcoming changes directory
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- Added an attribute `lower_bounds_` in the :class:`mixture.BaseMixture`
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class to save the list of lower bounds for each iteration thereby providing
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insights into the convergence behavior of mixture models like
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:class:`mixture.GaussianMixture`.
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By :user:`Manideep Yenugula <myenugula>`

doc/whats_new/v1.5.rst

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:pr:`123456` by :user:`Joe Bloggs <joeongithub>`.
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where 123455 is the *pull request* number, not the issue number.
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:mod:`sklearn.mixture`
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- |Feature| Added the ability to store and access the list of lower bounds for
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each iteration in the `BaseMixture` class, providing insights into the convergence
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behavior of mixture models like `GaussianMixture`.
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:pr:`28559` by :user:`Manideep Yenugula <myenugula>`.
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:mod:`sklearn.cluster`
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