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
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
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
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
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
7013e243ff
FIX : n_jobs was missing from LassoCV
2014-01-11 21:39:25 +01:00
a1aa44904f
Fixing small typos in the docs.
2013-12-04 10:52:23 -02:00
ea7ad29123
sort out plot_iris vs plot_svm_iris
2013-11-03 22:10:57 -08:00
15434800d7
Merge master in hc_linkage
2013-10-28 16:23:05 +01:00
e3002c5efc
FIX #2372 : non-shuffling StratifiedKFold implementation and updated tests
2013-09-25 15:56:47 +02:00
0ab527804e
Revert "Fix accidental doctest breakage."
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This reverts commit 4c95f5e00a
2013-09-20 13:27:48 +02:00
4c95f5e00a
Fix accidental doctest breakage.
2013-09-20 12:41:39 +02:00
a45d23fcfd
DOC improve narrative docs on hierarchical clustering
2013-08-25 11:33:40 +02:00
2d97949125
DOC update docstrings to reflect libsvm random_state
2013-07-27 19:50:25 +02:00
0e5815726a
FIX: address @agramfort 's comments
2013-07-23 15:49:26 +02:00
f7f2db14bb
ENH: improve tutorial to be more clean.
2013-07-23 15:49:26 +02:00
17aff7d2f7
FIX: tutorial
2013-07-23 15:49:25 +02:00
9bd98c34f4
Merge branch 'pr_1732'
2013-07-14 11:43:22 -05:00
fe52584e83
Got all the doc-tests working
2013-07-10 10:52:25 -04:00
7b762d88bb
DOC: make doc tests pass
2013-07-07 20:24:00 -07:00
65d1ef5147
DOC FIX finite precision
2013-03-15 10:15:15 +01:00
0c94b55c63
ENH add randomized hyperparameter optimization
2013-03-03 20:56:39 +01:00
adb85bb487
fix doctest
2013-03-02 16:39:42 +01:00
85ec0fd1ae
P3K death to the print statement
2013-02-11 23:11:57 +01:00
0985264a4a
warning removal
2013-01-26 18:01:29 +01:00
9d5ed3a7c2
Feedback from @amueller
2013-01-02 17:24:35 +01:00
3352bbac31
Type-os and added great links to learning more about Machine Learning
2013-01-02 17:24:35 +01:00
252f73c92e
COSMIT: pep8, wording, layout
2012-11-08 09:29:07 +01:00
c188755c2f
Edited docs to reflect change in kernel used.
2012-11-08 09:15:16 +01:00
425c6e9b83
DOC: further improvements to the model selection exercise
2012-10-27 16:49:22 +02:00
eca762dd9b
DOC: improve the model selection exercise
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Fixes #1278
2012-10-25 18:12:15 +02:00
Manoj-Kumar-S