9b7176dd9d
[DOC] Fix broken links
2016-03-23 12:45:34 -07:00
328ebfa865
ENH RandomizedPCA collapsed into PCA
2016-03-11 09:10:37 +11:00
ca4c727e22
Fix misuse of it's
2016-02-26 10:16:28 +08:00
46fc1be145
Remove redundant words in sklearn
2016-02-23 16:54:03 +08:00
765f77e2c4
Read web pages as UTF-8 by default. Use with-blocks to open files.
2016-02-16 16:14:42 +01:00
fcfaa5fc37
Updated examples and tests that use scipy's lena
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scipy.misc.lena will be removed in scipy version 0.17.
This changes the example to use scipy.misc.face instead.
2016-02-11 09:13:40 +01:00
ef307ecf9c
Correct typo in ``decomposition.rst``. Merge latest changes.
2016-02-06 14:47:11 +00:00
0485ada58b
General spelling fixes
2015-12-16 09:46:42 -08:00
4d2fe36252
dict.has_key() deprecated
2015-11-19 17:16:44 +01:00
34f9367bbf
grammatical fix in tutorial.rst under basic category
2015-11-07 23:09:27 +05:30
f8eb351121
Useless trailing semicolon
2015-11-01 19:56:29 +01:00
f67e911124
DOC Modify documentation/examples for the new model_selection module
2015-10-29 16:49:23 +01:00
6dd6f8ffe8
minor fixes to the doc build
2015-09-11 17:32:51 -04:00
94eb61960a
ENH add sag solver in LogisticRegression and Ridge
2015-09-10 13:28:02 -04:00
2f099334f9
MAINT deprecate 1d input arrays for all estimators
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Passing 1D arrays to check_array, without setting `ensure_2d` to false now
raises a deprecation warning before reshaping it. This will later throw an
error.
All Scaler classes also throw warnings when 1D arrays are passed.
All unit tests/doctests are modified to ensure that no 1D arrays are passed,
except in explicit 1D array tests where the warnings have been silenced.
Additional tests are also included which check for different 1D array cases.
2D array tests with one samples and one features are also added and where
they failed, `check_array` call has been modified to give a more useful error
message
2015-09-09 15:49:58 +02:00
fb58d37846
Merge branch 'master' into pr_4009
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Conflicts:
sklearn/neighbors/ball_tree.c
sklearn/neighbors/dist_metrics.c
sklearn/neighbors/dist_metrics.pyx
sklearn/neighbors/kd_tree.c
sklearn/neighbors/tests/test_neighbors.py
2015-08-30 11:54:40 +01:00
99d08b571e
DOC organise documentation hierarchy / table of contents
2015-06-12 08:09:41 +10:00
567a956338
Merge branch 'pr/4714' + pep8 fixes
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Conflicts:
doc/modules/model_persistence.rst
doc/modules/pipeline.rst
doc/modules/svm.rst
doc/tutorial/basic/tutorial.rst
doc/tutorial/statistical_inference/supervised_learning.rst
sklearn/svm/classes.py
2015-06-08 11:31:51 +02:00
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
867da316ff
DOC minor sphinx fixes
2015-06-04 16:29:19 -04:00
0fe613ebab
Add conventions section to userguide
2015-04-15 11:09:32 -04:00
deeaf0ad35
change default to shuffle=True in SGDClassifier and friends.
2015-03-03 11:56:23 -05:00
9bc4de8dae
some fixes for sphinx and in examples
2015-03-02 12:50:53 -05:00
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
164381c3ea
Spelling in heading newgroups -> newsgroups
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The section title is "newgroups", this fixes it so that it matches the rest of the document.
2014-12-25 15:18:33 +02:00
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
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
Rémy Léone