e915fcc3ab
Changed default argument of precompute in ElasticNet and Lasso
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Setting precompute to "auto" was found to be slower when n_samples > n_features
since the computation of the Gram matrix is computationally expensive and
outweighs the benefit of fitting the Gram for just one alpha.
2014-10-03 18:25:12 +02:00
4f2ff2dd7a
Small PEP8 fix, n_jobs attribute is compatible with both fit method and the constructor
2014-09-19 15:32:06 +05:30
25c03a7ff8
Added Deprecation warning
2014-09-19 14:39:35 +05:30
75e11c0b50
Merge pull request #3591 from MechCoder/refactor_logreg
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[MRG] MAINT: Remove BaseLibLinear for LogisticRegression
2014-08-30 21:22:07 +10:00
34a4517983
ENH: Improved verbosity and denesting
2014-08-26 20:48:23 +02:00
959a4ac698
MAINT: Remove BaseLibLinear for LogisticRegression
2014-08-26 13:58:07 +02:00
4b82379c20
TST fix doctest for k-NN
2014-08-25 23:49:56 +02:00
4cd177758f
ENH: Merge MultinomialLR into LR with multi_class='multinomial'
2014-08-21 17:37:37 +02:00
763af9690a
DOC fix line references in tutorial
2014-08-20 21:00:54 +10:00
341ca9323b
DOC avoid the plot_ prefix in example where no plot
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Also fix line reference
2014-08-20 21:00:54 +10:00
cf4cf60b7e
ENH Stochastic Coordinate Descent for ElasticNet & Lasso
2014-07-29 10:23:33 +02:00
e4111290b6
ENH: Weighted logistic regression for lbfgs and newton-cg
2014-07-22 16:57:41 +02:00
5b247f90e4
move around examples for better structure.
2014-07-17 09:35:30 +02:00
2eb1e98eef
MAINT ensure that examples figures are displayed in the correct order
2014-07-14 15:47:17 +02:00
c176ced74d
DOC double backticks for fixed-width (code) font
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Fixes #3337 . Also other minor fixes while I was at it.
2014-07-06 14:18:33 +02:00
3729143bd0
Typo
2014-07-04 15:11:56 +02:00
9a4c9f2064
MAINT add docstring to explain the motivation of the fixture
2014-07-04 11:48:15 +02:00
ac45e5d03c
MAINT skip tests that require large datadownload under travis
2014-07-02 13:50:47 +02:00
df27e26156
model persistence doc, added improvements from ogrisel comments
2014-06-27 08:57:23 -03:00
8489c33010
added a new section on model persistence
2014-06-27 08:57:23 -03:00
926e651f44
Stop using some deprecated interfaces.
2014-06-08 22:16:26 +02:00
67b8601314
Minor fixes in the docs
2014-06-07 16:38:53 +02:00
eb86ff8ecd
Explain the -1 Python syntax.
2014-05-25 13:24:44 -06:00
bf5798ea16
Remove extraneous period.
2014-05-25 13:10:45 -06:00
46d27f566b
Use double backticks.
2014-05-25 13:08:38 -06:00
8f2e208503
Explicitly invoke the Python interpreter.
2014-05-25 13:03:47 -06:00
1928f6f01e
Merge pull request #3135 from ugurthemaster/patch-1
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Update working_with_text_data.rst
2014-05-06 22:30:42 +02:00
880bf96cd3
Update working_with_text_data.rst
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A few typos have been corrected.
2014-05-06 23:27:28 +03:00
b965452902
DOC: Change URL-based link to sphinx :ref:
2014-04-17 15:35:31 -06:00
a30b2fd54b
DOC: Remove dead link
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Link to installation instructions was pointed to a non-existant
location.
2014-04-17 13:39:13 -06:00
b6eedcc210
DOC remove import scikits.learn from tutorial
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I think this is mostly a distraction here;
probably better for readers to take it out.
2014-04-13 16:55:29 +02:00
b906d5338c
DOC: typo: 1e-2 is 0.01 not 100
2014-04-13 16:54:00 +02:00
e6e7acffe7
typo: "requiered" -> "required"
2014-04-13 09:39:57 -04:00
60b3120338
target is response, not explanatory
2014-04-11 18:36:32 -04:00
3ac34554e4
MISC: documentation and cosmits
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Address comments by @jnothman
2014-02-17 11:20:42 +01:00
0cd5251575
FIX: fix failing doctest
2014-02-17 08:37:07 +01:00
76206f1919
COSMIT: many cosmetic comments
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Fixes remarks by @ogrisel, @agramfort, @larsman, @jnothman
2014-02-17 08:34:25 +01:00
75705e2b24
MISC: remove reference to deprecated Ward
2014-02-07 09:25:08 +01:00
de384755b0
MISC: typos in docs
2014-02-07 08:49:54 +01:00
1ada65fea2
Merge branch 'master' into hc_linkage
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Conflicts:
sklearn/cluster/tests/test_hierarchical.py
2014-02-04 22:04:48 +01:00
b2473494d0
DOC: more context in embedded code
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Fixes #2816
2014-02-02 12:07:55 +01:00
abe888d04a
sphinx colon error fix
2014-01-15 15:43:13 +01:00
11ec8368de
small fixes
2014-01-15 12:23:05 +01:00
1dcab45588
conflict fix
2014-01-15 11:47:26 +01:00
7013e243ff
FIX : n_jobs was missing from LassoCV
2014-01-11 21:39:25 +01:00
67d3bb2340
Python 3 fixes for the second exercise
2014-01-10 14:56:10 +01:00
65460d79a7
Python 3 fixes in exercises
2014-01-09 11:47:21 +01:00
d32d7ed4ed
Python 3 compat
2014-01-09 11:33:25 +01:00
ef6af87351
changed PCA to truncated SVD
2014-01-08 16:45:26 +01:00
99158e19b5
olivier suggestions
2014-01-08 15:22:53 +01:00
Manoj-Kumar-S