[scikit-learn] annotated tag debian/0.12.1-1 created (now 618d07e)

[Andreas Tille]

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tille pushed a change to annotated tag debian/0.12.1-1
in repository scikit-learn.

        at  618d07e   (tag)
   tagging  6db567b90538578b909e5b678f6346f220e5db58 (commit)
  replaces  debian/0.12.0-1
 tagged by  Yaroslav Halchenko
        on  Mon Dec 3 08:59:41 2012 -0500

- Log -----------------------------------------------------------------
Debian release 0.12.1-1
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Alexandre Gramfort (1):
      DOC : fix rho=1 is L1 penalty #1139

Andreas Mueller (10):
      ENH address issue 1028: clone estimator in RFE
      ENH issue 1115: grid search support for rfe via ``estimator_params``
      ENH fixed bug in sparse RFECV, fixed bug in RFECV init (step was always 1), added decision_function and predict_proba to RFE and RFECV
      MISC rfe outputs loss, not score
      FIX typo
      WEBSITE updated logo, changed scikits-learn to scikit-learn.
      FIX unicode support in count vectorizer. Closes #1098.
      FIX docstring for count vectorizer. Sorry about that.
      DOC typo in ElasticNet docstring
      DOC escape one more instance of "classes_" in SGD

Gael Varoquaux (13):
      BUG: parallel computing in MDS
      BUG: deprecated k parameter in MiniBatchKMeans
      BUG: copy and keep ordering
      BUG: remove leftout debug prints
      DOC: protect `classes_` for valid rst
      FIX: doctests under Windows 64bit
      ENH/FIX add a lobpcg solver to spectral embedding
      MISC: decrease verbosity by default
      FIX: numerical stability in spectral
      Update changelog
      DOC: use nosetests rather than sklearn.test()
      ENH: support arbitrary dtype in kNN classifiers
      REL: 0.12.1 Bugfix release

Gilles Louppe (1):
      FIX: bug in multi-output forest.predict_proba

Lars Buitinck (5):
      BUG rm RidgeClassifier from 20newsgroups
      BUG allow array-like y in RFE
      COSMIT clarify L1/L2 LR sparsity demo
      DOC RFE docstring + link RFECV in narrative docs
      BUG make GridSearchCV work with non-CSR sparse matrix

Mathieu Blondel (1):
      Release manager change + fix Satra's URL.

Peter Prettenhofer (14):
      added test to expose the predict_proba w/ sparse matrix regression
      fix the predict_proba w/ sparse matrix regression by using shape instead of len
      cosmit
      followed @larsmans tip to get rid of _decision_function
      fix docstring of predict_proba
      add predict_log_proba and test; better docstrings
      added failing test for clone
      rm instance variables learing_rate_type, loss_function, and penalty_type; create them before plain_fit
      move get_loss_function to _partial_fit
      add test for proper loss instantiation
      n_iter must not be 0
      refactored input validation; special loss function factory for huber and epsilon insensitive loss
      use DEFAULT_EPSILON consistently
      rename get_loss_function to _get_loss_function

Virgile Fritsch (3):
      BF: Address issue #1059 in GMM by adding a supplementary check.
      BF: Fix broken tests: change a check for compatibility with HMM.
      BF: fix issue #1127 about MinCovDet breaking with X.shape = (3, 1)

Yaroslav Halchenko (7):
      Merge tag '0.12.1' into releases
      Merge branch 'releases' into dfsg
      Merge branch 'dfsg' into debian
      changelog for 0.12.1-1
      for now excluded some labile tests from testing
      added patch changeset_5528334660d8901263b4157038f41a0f4028a5f3.diff to "cherry-pick" 5528334660d8901263b4157038f41a0f4028a5f3 (Robustify LARS. Fixes issue #487)
      changelog for prev commit

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