From 4b0c7a6437d880cb41f29f38170fe1955972af74 Mon Sep 17 00:00:00 2001 From: Andreas Mueller Date: Wed, 9 Sep 2015 17:33:36 -0400 Subject: [PATCH] Updated whatsnew for sprint and LatentDirichletAllocation, add some missing author links --- doc/whats_new.rst | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/doc/whats_new.rst b/doc/whats_new.rst index b7024260dab51..e2494b3d9901c 100644 --- a/doc/whats_new.rst +++ b/doc/whats_new.rst @@ -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 `_) + Enhancements ............ @@ -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 `_) + + - Add ``n_iter_without_progress`` to :class:`manifold.TSNE` to control + the stopping criterion. By Santi Villalba. + (`#5185 `_) + Bug fixes ......... @@ -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 `_) + API changes summary ------------------- @@ -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