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
ea7ad29123
sort out plot_iris vs plot_svm_iris
2013-11-03 22:10:57 -08:00
2d97949125
DOC update docstrings to reflect libsvm random_state
2013-07-27 19:50:25 +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
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
3352bbac31
Type-os and added great links to learning more about Machine Learning
2013-01-02 17:24:35 +01:00
e64cea0342
ENH add random seed to logistic regression
2012-10-18 13:48:10 +02:00
51b06b8203
FIX doctests for max_iter
2012-10-16 16:46:48 +02:00
87f06b74ea
DOC more minor fixes
2012-05-06 23:33:55 +02:00
4e3f00833e
DOC minor fixes to rst and image paths
2012-05-06 23:28:31 +02:00
3c2e01f8be
DOC some doc corrections
2012-05-06 10:47:07 +02:00
3885dd8ac3
FIX: doctests for scale_C, took some liberties
2012-05-05 21:57:05 +02:00
15455263b7
API : change back default C to 1. explicitely and epsilon 0.1
2012-05-05 21:57:04 +02:00
5edfa06019
DOC docs and examples have scale_C removed
2012-05-05 21:57:04 +02:00
1c6797b832
Fixed some typos
2012-05-02 13:37:58 -03:00
80e6ec2e4a
MISC don't use private ``set_params`` method as that raises a warning.
2012-04-26 13:43:25 +02:00
fb4bedf94b
Merge pull request #747 from ibayer/posCoeff
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positivity constraint for lasso and elastic net
2012-04-11 00:06:06 -07:00
b7b7b62aff
fixed doctest
2012-04-01 19:22:50 +02:00
e761d69e8c
TEST: tested different p values in nearest neighbors
2012-03-31 13:02:10 +02:00
f62966d5b3
COSMIT Typo
2012-03-26 09:55:57 +02:00
6b1bc1744f
BUG: no plotting in doctests
2012-03-26 01:32:07 +02:00
7278dfe482
DOC: finish misc in tutorial
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@jaquesgrobler : there were still a few things to do :)
2012-03-26 01:20:53 +02:00
6c7a166ae0
fixed new doc-test error
2012-03-22 17:16:53 +01:00
66d8f4e3b0
spelling errors,edit curse of dimensionality, explain top-down
2012-03-21 10:08:15 +01:00
11408e71ab
spelling fixes
2012-03-20 08:49:35 +01:00
1890d6eefa
fixed typo,changed 2.2s numbering, fixed 4 examples in exercises
2012-03-12 10:19:01 +01:00
7f155e9d1a
moved exercises into seperate folder, neating up
2012-03-09 16:07:50 +01:00
1b06362a1a
fixed links & neatening
2012-03-08 15:21:53 +01:00
17fa297ea6
added ... to ellipsis
2012-03-08 09:23:43 +01:00
e7a08add17
added ELLIPSIS to 4 examples
2012-03-08 09:06:51 +01:00
db38edb7ea
delete redundant file, merged some examples and updated links
2012-03-07 03:55:18 +01:00
bca803eb55
Merged a few examples into the example pool
2012-03-07 00:52:17 +01:00
30150cfdef
Merged some examples into examples folder.
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- updated links accordingly
- renamed miss-spelt excercice to exercise
2012-03-06 23:40:49 +01:00
fc869043ca
3 files moved into main example pool - links to them updated
2012-03-06 13:23:48 +01:00
Manoj-Kumar-S