6bd8df099f
DOC Fix warnings about references and links ( #14976 )
2019-09-23 11:49:08 -04:00
f8e4cc495a
ENH Add return_X_y to 20_newsgroups and olivetti_faces ( #14259 )
2019-07-20 10:30:09 +08:00
9328581ec5
FIX use CD solver in face decomposition to use postive parameter ( #13975 )
2019-05-29 15:05:02 +02:00
a98db9a4d6
DEP change default and deprecate normalize_components in SparsePCA ( #13838 )
2019-05-29 12:06:50 +02:00
69c8967e21
DOC Fix warnings in examples ( #12654 )
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Fixe or suppresses many warnings in examples, including matplotlib complaining about the non-gui backend.
2019-01-17 21:41:13 +11:00
6eb19831d1
BUG: centering and fixing scaling issue in SparsePCA ( #11585 )
2018-07-21 00:00:15 +02:00
6ce497c3bc
[MRG] ENH: Optional positivity constraints on the dictionary and sparse code ( #6374 )
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* ENH: Add positivity option for code and dictionary
Provides an option for dictionary learning to positively constrain the
dictionary and the sparse code. This is useful in applications of
dictionary learning where the data is know to be positive (e.g. images),
but the sparsity constraint that dictionary learning has is better
suited for factorizing the data in contrast to other positively
constrained factorization techniques like NMF, which may not be
similarly sparse.
* TST: Test positivity with code and dictionary
Ensure that when the positivity constraint is applied that the
dictionary and code end up having only positive values in the respective
results depending on whether dictionary and/or code are positively
constrained.
* DOC: Positivity constraints dictionary learning
Shows the various positivity constraints on dictionary learning and what
the results of these look like using a Red to Blue color map. These are
included in the examples and also in the docs below dictionary learning.
All of these use the Olivetti faces as a training set.
2018-06-21 16:36:48 +02:00
1f6ac72df7
[MRG] DOC examples with correct notebook style ( #9061 )
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* DOC examples with correct notebook style
* Modifications in examples/ to avoid unwanted notebook style
* Remove last notebook style example
* Space formatting to avoid notebook style
2017-06-20 14:48:57 +02:00
29992d958f
add explicit comment in face decomposition example
2016-09-19 14:27:07 +02:00
77d9c09ba9
fixing failing faces decomposition example
2016-09-19 10:55:05 +02:00
171b31d0b8
DOC fix deprecation warning in faces decomposition example
2016-09-17 21:53:45 +02:00
ceeef70037
ENH refactor NMF and add CD solver
2015-09-21 11:42:07 +02:00
5e20b8c664
Fixed pep8 violations. Some 'line too long' errors still remain.
2014-05-15 09:23:16 +05:30
2244098532
Updated examples to use pyplot for plotting instead of pylab
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Some examples not updated because scripts throw error (probably not
because of the change)
2014-05-15 02:18:07 +05:30
26eb3c606f
DOC/EXAMPLES fix more documentation errors, deprecated api usages.
2013-07-28 15:01:48 +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
837093df7f
P3K: use print as a function in the examples
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Also corrected some typos, including two people misspelling their own names :)
2013-02-01 15:04:42 +01:00
38b455d541
Cosmit pep8
2012-12-25 13:16:05 +01:00
22b52eb124
COSMIT renaming chunk_size to batch_size in MiniBatchDictionaryLearning and MiniBatchSparsePCA
2012-12-16 15:45:34 +01:00
ca8a8eb66a
ENH renaming 'n_atoms' to 'n_components' for consistency
2012-11-04 10:01:13 +00:00
7f8c087acd
Two iterations are enough for the test.
2012-10-13 19:29:02 +02:00
eac061b845
Plot noise variance for FA. Changed some things to make plot_gallery usable for this, too.
2012-10-13 19:29:01 +02:00
f881485372
Extended faces decomposition example with Factor Analysis.
2012-10-13 19:29:01 +02:00
de7eb723dc
FIX faces_decomposition example. That this broke only now is a sign of deep magic, better left unexplored.
2012-06-04 22:27:34 +02:00
2e084358f3
FIX typo in example. My bad.
2012-06-02 18:37:02 +02:00
d9a6243c98
ENH rename k in clustering examples and doctests to n_clusters
2012-05-30 07:41:34 +02:00
1b0b500722
Fix bad reference to LFW in example
2012-04-01 19:05:56 +02:00
2c496e7765
MiniBatchSparsePCA and MiniBatchDictionaryLearning still use chunk_size as argument
2012-03-03 18:53:45 +01:00
61b0e28f9f
MISC removed deprecated api from examples
2012-03-03 18:30:02 +01:00
dc74f817a8
DOC Insert hidden toctree, mv "included" files from rst to txt
2012-02-17 22:33:53 +01:00
3f330f2967
STY : pep8
2011-12-20 15:34:17 +01:00
bb03e8a85e
Adapted examples for alpha scaling
2011-12-20 11:17:38 +01:00
d56281e00b
explicit seeding of olivetti faces loader
2011-09-19 14:19:24 +03:00
36b81e53f5
Stabilized and improved face decomposition example
2011-09-19 13:51:23 +03:00
2121bfcabc
tweaked faces decomposition and added to dict learning docs
2011-09-17 20:20:58 +03:00
84b8c67336
layout
2011-09-17 19:36:50 +03:00
167f34080e
renamed MiniBatchDictionaryLearning
2011-09-17 18:55:16 +03:00
dd30699639
Included dictionary learning online in decomp example
2011-09-12 19:44:29 +03:00
78dd8b5626
batch trailing spaces cleanup
2011-09-06 23:12:26 +02:00
ddf4b72109
Move project directory from scikits.learn to sklearn
2011-09-02 12:06:57 +02:00
68f27e3790
Revert "Move project directory from scikits.learn to sklearn"
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This reverts commit fd0d3b879d
2011-09-02 12:03:18 +02:00
fd0d3b879d
Move project directory from scikits.learn to sklearn
2011-09-02 11:38:24 +02:00
65a2d4a46d
COSMIT: doc and examples in decomposition
2011-08-12 08:30:29 +02:00
872971e43b
add refs to example
2011-08-12 07:48:03 +02:00
82b423cc0e
MISC: prettify the faces example
2011-08-12 07:48:03 +02:00
06bdd21dd0
prettify face decomposition example (ft. GaelVaroquaux)
2011-08-12 07:48:03 +02:00
e85c809061
cosmit
2011-08-12 07:48:03 +02:00
bfc41a53ac
ENH: use introspection to find the cluster components
2011-08-12 07:48:02 +02:00
26f7f1d444
plot the original centered sample + make sparse pca a little less sparse + kmean a little less like init
2011-08-12 07:48:02 +02:00
a6b21f9d3b
ENH: remove references to digits + format
2011-08-12 07:48:02 +02:00
Chiara Marmo