896f9d97cf
Fix handling of Nystroem params with a callable kernel ( #9166 )
2017-06-30 18:16:10 +02:00
763d93b72e
[MRG+1] Do not transform y ( #9180 )
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* we do not transform y
* more
* added Deprecation Warning to transform() to remove Y parameter
* more
* ENH ensure FunctionTransformer's transform/inverse_transform doesn't permit y
* Undo changes to pls_. It will be done in a separate PR (see #9160 )
* flake8
* Update whatsnew
* Fully undo PLS changes
2017-06-22 23:24:12 +02:00
e2d011d953
Division.
2017-06-06 23:13:42 +09:00
15b7d47a2f
relax skewness assumption ( #7573 )
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relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
last corrections
whats_new
merge
complying whats_new
removed unnecessary _assert_X
increased coverage
relax skewness assumption
relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
relax skewedness assumption
last corrections
whats_new
merge
complying whats_new
removed unnecessary _assert_X
increased coverage
remove cythonize.dat and merge
simplify tests
simplify tests
2017-05-18 14:17:10 -04:00
3a3637c571
[MRG+1] Misleading gamma description ( #8699 ) ( #8716 )
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[DOC] update description of gamma for kernel methods
2017-04-22 15:45:08 +02:00
e3c9ae204f
[MRG+1] DOC improve description and consistency of random_state ( #8689 )
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* DOC improve description of random_state in train_test_split
* DOC Make random_state consistent through documentation
* FIX reverse doc mistake
* FIX address comment of Tom
* DOC address comments
* DOC remove empty line
* DOC remove unecessary white spaces
2017-04-05 17:43:21 -07:00
9b25f5d37a
Fix docs links ( #7005 )
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* docs: fix broken and redirect links
see #7000
* docs: fix links
see #7000
* docs: merge with master
* docs: fix fnrs and tinyclues logo links
* docs: fix link reference in text
* docs: fix typo
* docs: added back in metaoptimize-qa paragraph
* docs: update language for defunct site
* docs: update stackexchange section
* docs: remove defunct site, move quora to top
* docs: remove defunct link and rearrange links
2016-07-27 16:58:25 -04:00
71c004b555
REF Correct the reference link for additive chi squared sampler.
2015-06-21 07:24:18 +05:30
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
6b5e63b899
Added Random Kitchen Sink reference
2015-03-02 11:16:03 +05:30
feceab6f62
FIX test for consistent handling on empty input data
2015-02-26 10:45:06 +01:00
8db11a8c74
Make nystroem approximation robust to singular kernel.
2015-01-29 12:11:52 -05:00
abd31d2cad
MAINT Make uniform the error raised for not fitted condition
2015-01-12 00:33:40 +05:30
f0f26bce33
fix factor of 2 in RBFSampler; make test more rigorous
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http://nbviewer.ipython.org/gist/dougalsutherland/11fd9895924c3c1aed19
demonstrates the problem in pictures.
2014-09-22 18:19:40 -04:00
e1891d801b
Merge pull request #3489 from jnothman/attributes-doc
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[MRG] DOC fix formatting of Attributes sections in documentation
2014-08-02 20:14:53 +10:00
fe5423f361
DOC fix see also references
2014-07-29 14:49:36 +10:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
c235c3b566
ENH add allowed_sparse named argument for @ogrisel
2014-07-20 15:31:28 +02:00
6e2a83b4e1
remove check_arrays stuff and old input validation
2014-07-20 13:31:45 +02:00
4a3c44ebb8
FIX: AdditiveChi2Sample can be initialized with sample_interval, #3068
2014-04-15 15:51:53 +02:00
034808d72f
FIX Nystroem input validation, again
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I, of all people, forgot the sparse matrix case.
2014-03-05 14:06:42 +01:00
61142601d8
FIX input validation in Nystroem
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Minimal, so we can later add support for dtype=object and custom kernels
on strings, trees, graphs, etc.
2014-03-05 13:14:46 +01:00
af43c88518
COSMIT remove useless "if False" in kernel approximations
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Callable case handled by pairwise_kernels.
2013-11-18 15:50:08 +01:00
e8bad3d24a
DOC ASCII only in docstrings
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As discussed on the mailing list.
2013-08-28 18:22:57 +02:00
5cadbe68ff
DOC typos involving Nyström
2013-07-30 18:02:23 +02:00
bc54f01521
DOC fixed some formatting in kernel approximation
2013-07-10 12:26:11 +02:00
dacfd8bd5d
DOC: Replaced all BSD style licenses with "BSD 3 clause"
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Replaced all BSD style licenses with "BSD 3 clause"
Not checked yet!
Removed duplicate "3 clause, 3 clause"
Removed trailing period if exists
Fixed some missed licences, still about 50 to do, but those can be automated
Think I got the last of them.
Apparently me and sed have different ideas of regex.
Found a few more
2013-04-30 08:34:46 +02:00
465e053c49
COSMIT pep8
2013-04-28 15:46:13 +02:00
5d90520778
ENH: minor changes for numpy versions
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In particular, be nice when the casting rules are configured to raise
errors
2013-04-14 10:27:06 +02:00
66eb410bdd
BUG + DOC fix Nystroem for other kernels than RBF
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Fixes #1785 , #1786 .
2013-03-18 12:51:50 +01:00
2d63eb291b
BUG oops, removed validation by accident
2013-02-18 17:52:49 +01:00
7dd1ade8b7
ENH speed up RBFSampler by ~10%
...
Applied the same to SkewedChi2Sampler, without measuring.
I was actually aiming for reduced memory usage, but unfortunately that
didn't matter much.
2013-02-18 17:34:24 +01:00
541987802f
P3K range vs. xrange
2013-02-14 02:05:35 +01:00
a3b55f4eae
ENH fix test_estimators_overwrite_params to also test regressors and transformers. Then fix all the regressors and transformers ... meh!
2013-02-11 17:13:25 +01:00
1967a0b323
P3K use six to have a python 2 & 3 compatible code base
2013-02-09 18:08:44 +01:00
374f81a760
COSMIT built-in typo
2013-02-03 15:49:39 +01:00
9e3ef3985e
DOC some sphinx fixes
2013-01-16 22:51:24 +01:00
f3e8fb840e
ENH tests for Nystrom, check that n_components is smaller than n_samples.
2012-12-09 14:14:09 +01:00
9e6a904049
ENH cosmit, gamma defaults do None, not 0. address some of @mblondel's comments.
2012-12-09 14:14:09 +01:00
3636358472
DOC docstrings for Nystroem.
2012-12-09 14:14:09 +01:00
d4eb8196e9
ENH renamed class NystromKernelApproximation to Nystrom (it is in the kernel_approximation module). Also improvements to example docstring
2012-12-09 14:14:09 +01:00
25b60c1681
ENH Nystroem kernel approxmation
2012-12-09 14:14:09 +01:00
b4bdd571e5
DOC cleared up difference to AdditiveChi2Sampler, added some "see also"s
2012-11-26 21:15:46 +00:00
a351355510
ENH add checks for clustering, regressors, transformers
2012-11-10 15:53:57 +00:00
bf990e2890
COSMIT some RST fixes for the docs
2012-07-21 12:40:49 +01:00
b2e3858c83
DOC output from additive chi² sampler
2012-06-24 01:53:29 +02:00
11e9842987
ENH scipy.sparse support in additive chi² sampler
2012-06-23 14:04:04 +02:00
67dee7b821
DOC + COSMIT additive chi² sampler
2012-06-23 12:34:45 +02:00
34cb85a875
pep8 compatibility
2012-06-22 17:17:52 +02:00
0984cf6ff9
For the sake of clarity, creates new temporary arrays instead of copying the same one several times.\n Modified error message for negative valued arrays.
2012-06-22 17:16:42 +02:00
Andreas Mueller