41788c353b
Changed SVM to use gamma='auto' by default. Deprecated gamma=0.0.
2015-06-05 22:47:43 +01:00
6d4bcda876
ENH refactor OVO decision function, use it in SVC for sklearn-like decision_function shape
2015-06-05 13:14:45 -04:00
63039b24bc
Added multithreading support for kneighbors search
2015-02-19 13:15:55 +03:00
e936dfa641
search C not gamma of linear svm in tutorial
2015-01-27 18:15:36 -05:00
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
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
1b367e56e5
ENH set n_fold default to 3, rename k to n_fold in all doctests, docs, and examples
2012-10-10 19:10:29 +01:00
466479fe03
API : consistent use alpha_/alphas_ for alpha/alphas estimated by CV in linear models (issue #1041 )
2012-09-02 23:16:54 +02:00
da968171cf
DOC tutorial: explain what an estimator is
2012-08-04 01:26:27 +02:00
01572bf129
TST: fix doctest
2012-07-30 11:35:25 +02:00
df1e71149c
DOC: ward docstring and testing
2012-07-26 09:15:57 +02:00
d9a6243c98
ENH rename k in clustering examples and doctests to n_clusters
2012-05-30 07:41:34 +02:00
25112d0069
DOC: more readable title
2012-05-07 08:18:16 +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
55959ed879
COSMIT don't use deprecated attributes in tutorial.
2012-04-23 21:16:13 +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
7a87d7f1c7
Merge pull request #742 from davidmarek/pdistance
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minkowski p-distance in sklearn.neighbors
2012-04-05 00:16:01 -07:00
987f0fb490
Merge pull request #751 from jaquesgrobler/master
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Removed `_plot` from the face recognition example
2012-04-03 07:45:11 -07:00
ca50d31a42
Removed `_plot` from the face recognition example
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updated tutorial page to use static image.
2012-04-03 13:20:01 +02:00
b7b7b62aff
fixed doctest
2012-04-01 19:22:50 +02:00
8474e94e9a
DOC sphinx/rst errors
2012-03-31 16:10:59 +02:00
a8b5110496
Fix doctest failure.
2012-03-31 21:11:43 +09:00
e761d69e8c
TEST: tested different p values in nearest neighbors
2012-03-31 13:02:10 +02:00
efd467cffd
Fixed broken image link
2012-03-27 15:27:14 +02:00
f62966d5b3
COSMIT Typo
2012-03-26 09:55:57 +02:00
2edfa60d66
BUG: fix doctests
2012-03-26 02:14:42 +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
493c7cc327
path fix of moved figure
2012-03-11 23:45:43 +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
4cca090b05
replaced silence paramenter in makefile, links removed in stat_learn tutorial, big_toc_css copy deleted, heading changed in tutorial index, tutorial index info added
2012-03-07 17:08:14 +01:00
49c657ca52
examples merged to example pool
2012-03-07 12:15:46 +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
Shivan Sornarajah