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Commits on Sep 10, 2015

• Adding Implementation of SAG

  

  dsullivan7

  authored and

  amueller

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Commits on Dec 12, 2014

• changing warning test to use assert_raises_message

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Commits on Dec 10, 2014

• adding simplefilter for warning

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Commits on Dec 5, 2014

• changing warn message, making it Deprecation Warning, and removing negative index for py2.7

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Commits on Dec 4, 2014

• adding warning if passing class_weight through fit

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Commits on Dec 3, 2014

• adding support for class_weight in fit method

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Commits on Oct 23, 2014

• adding example for memory wrapper

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Commits on Oct 15, 2014

• fixing duplicated classifier in asgd test

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Commits on Oct 13, 2014

• fix to a minor bug with intercept

  dsullivan7

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Commits on Oct 9, 2014

• fixing merge conflicts

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• adding asgd to whats_new.rst

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Commits on Oct 8, 2014

• removing spaces for tuples of width 1

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Commits on Oct 7, 2014

• adding space to shape and putting // in average division

  dsullivan7

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• changing parameters for asgd regression benchmark and changing array shape for docstring

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Commits on Oct 6, 2014

• increasing testing precision, putting comment on one line and adding asgd to regression benchmark

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Commits on Oct 3, 2014

• clean up and average can now be set to an int indicating the number of iterations before averaging

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• adding note for partial_fit and n_iter

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• adding add_average method and solving iteration bug by replacing definition of t

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Commits on Oct 1, 2014

• removing documentation about constant learning rate for averaging

  dsullivan7

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Commits on Sep 29, 2014

• cleaning up floating point and unneeded todos, also removing constant learning rate for asgd

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Commits on Sep 22, 2014

• cleaning up commented out code and previous_coef_ parameter

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Commits on Sep 13, 2014

• adding escape characters to regex

  

  dsullivan7

  authored and

  agramfort

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• adding a more descriptive error message

  

  dsullivan7

  authored and

  agramfort

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• removing miss-merge and adding github

  

  dsullivan7

  authored and

  agramfort

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  3bd58c9

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• adding note to whats_new.rst

  

  dsullivan7

  authored and

  agramfort

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  0985ef6

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• adding value error for partial fit with auto weights

  

  dsullivan7

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  agramfort

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Commits on Sep 12, 2014

• changing averaging to use sparse trick

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Commits on Sep 10, 2014

• fixing merge conflicts

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• making optimal for asgd the constant learning rate

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Commits on Sep 1, 2014

• removing standard_coef and standard_intercept from plain sgd

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Commits on Aug 22, 2014

• adding comparison for ASGD

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Commits on Aug 21, 2014

• changing sgd to asgd

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Commits on Aug 18, 2014

• adding test to make sure plain sgd does not have average parameters

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Commits on Aug 13, 2014

• adding if self.average logic

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• adding explanation of asgd to doc

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