8000 [MRG+1] Updated whatsnew for sprint and LatentDirichletAllocation by amueller · Pull Request #5236 · scikit-learn/scikit-learn · GitHub
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[MRG+1] Updated whatsnew for sprint and LatentDirichletAllocation #5236

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[MRG+1] Updated whatsnew for sprint and LatentDirichletAllocation #5236

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24 changes: 24 additions & 0 deletions doc/whats_new.rst
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Original file line number Diff line number Diff line change
Expand Up @@ -41,6 +41,11 @@ New features
conditioned on a label array. By `Brian McFee`_, Jean Kossaifi and
`Gilles Louppe`_.

- :class:`decomposition.LatentDirichletAllocation` implements the Latent
Dirichlet Allocation topic model with online variational
inference. By `Chyi-Kwei Yau`_, with code based on an implementation
by Matt Hoffman. (`#3659 <https://github.com/scikit-learn/scikit-learn/pull/3659>`_)


Enhancements
............
Expand Down Expand Up @@ -156,6 +161,13 @@ Enhancements
visible with extra trees and on datasets with categorical or sparse
features. By `Arnaud Joly`_.

- Add ``sample_weight`` support to :class:`linear_model.LinearRegression`.
By Sonny Hu. (`#4481 <https://github.com/scikit-learn/scikit-learn/pull/4881>`_)

- Add ``n_iter_without_progress`` to :class:`manifold.TSNE` to control
the stopping criterion. By Santi Villalba.
(`#5185 <https://github.com/scikit-learn/scikit-learn/pull/5186>`_)

Bug fixes
.........

Expand Down Expand Up @@ -189,6 +201,10 @@ Bug fixes
- Fixed :func:`cross_validation.cross_val_predict` for estimators with
sparse predictions. By Buddha Prakash.

- Fixed the ``predict_proba`` method of :class:`linear_model.LogisticRegression`
to use soft-max instead of one-vs-rest normalization. By `Manoj Kumar`_.
(`#5182 <https://github.com/scikit-learn/scikit-learn/pull/5182>`_)

API changes summary
-------------------

Expand Down Expand Up @@ -3636,3 +3652,11 @@ David Huard, Dave Morrill, Ed Schofield, Travis Oliphant, Pearu Peterson.
.. _Brian McFee: https://bmcfee.github.io

.. _Vighnesh Birodkar: https://github.com/vighneshbirodkar

.. _Chyi-Kwei Yau: https://github.com/chyikwei
.. _Martino Sorbaro: https://github.com/martinosorb
.. _Jaidev Deshpande: https://github.com/jaidevd
.. _Arthur Mensch: https://github.com/arthurmensch
.. _Daniel Galvez: https://github.com/galv
.. _Jacob Schreiber: https://github.com/jmschrei
.. _Ankur Ankan: https://github.com/ankurankan
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