82e095ce95
DOC generative model description etc for LatentDirichletAllocation ( #12216 )
2018-11-18 20:46:17 +11:00
f4e7d2b19a
Converting http to https (3)... ( #12302 )
2018-10-05 18:50:31 +02:00
74b56dbc57
MNT Converting http to https ( #12277 )
2018-10-04 22:37:57 +08:00
Hanmin Qin
cb01400177
DOC Fix typo in decomposition.rst ( #11490 )
2018-07-12 12:07:38 +08:00
4e51f29c6b
Improving doc: min, argmin, and bold font ( #11385 )
2018-06-29 09:48:23 +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
1c61b8ac1b
DOC Fix some example refs due to renaming examples ( #11214 )
2018-06-07 10:40:30 +08:00
aaf9cf09e5
Fix typo in LDA documentation ( #11073 )
2018-05-06 20:03:07 +01:00
8d08f90a04
Document use of Fast HALS in NMF's cd solver ( #11002 )
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* correct representation of Anh-Huy Phan's name
* document the fact that NMF uses Fast HALS - closes #10235
2018-04-21 11:03:37 +02:00
cec3458b03
DOC Fix broken links in docs ( #10353 )
2017-12-22 18:23:29 +01:00
083985ee7f
DOC Fix a few typos ( #10038 )
2017-10-30 08:13:16 +11:00
2537c313a5
DOC: fix links to examples ( #9102 )
2017-06-12 10:54:30 +02:00
29d200249b
[MRG+1] De-italicize non-variables in formulas ( #8901 )
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* De-italicize non-variables in formulas
* Fix some TeX syntax errors
2017-05-20 18:28:34 +10:00
ae4f7104d6
[MRG+1] Add multiplicative-update solver in NMF, with all beta-divergence ( #5295 )
2016-12-12 16:10:39 +01:00
9b5610415b
[MRG] Add Deprecation Warning to address making "batch" the default learning method in LDA in 0.19 release ( #6999 )
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* update default LDA method to batch
* update tests to match default LDA learning scheme
* DOC trim information on faster learning scheme with LDA
* Add deprecation warning and revert learning_method back to the default
After the discussion, it was decided that a proper deprecation cycle
for the parameter is required. Therefore, in this PR only the warning is
added. The default learning_method will be changed to 'batch' in 0.19.
* Revert back tests to the default LDA
* DOC deprecate in 0.20 instead of 0.19
2016-09-22 11:41:38 +05:30
0c2264da19
replace RandomizedPCA by new API in remaining documentation
2016-09-19 12:46:42 +02:00
bd5cecce44
update references link namespace
2016-08-03 20:23:50 +02:00
04116ce286
update image sources namespace
2016-08-03 20:23:50 +02:00
82d9b48841
TYPO Update decomposition.rst ( #6803 )
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Typo.
2016-05-19 14:23:16 +02:00
e6b0e21acd
Update decomposition.rst
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Fix a minor typo
2016-04-24 08:41:57 -04:00
251fc91ce6
small grammar fix
2016-04-23 09:24:33 +02:00
9b7176dd9d
[DOC] Fix broken links
2016-03-23 12:45:34 -07:00
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
2653833a07
DOC some fixes to the doc build.
2015-11-03 12:23:23 -05:00
ceeef70037
ENH refactor NMF and add CD solver
2015-09-21 11:42:07 +02:00
1a45b79bb5
typos
2015-08-09 21:22:00 +02:00
a6c6e732c5
Merge pull request #3659 from chyikwei/onlineldavb
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ENH Latent Dirichlet Allocation (LDA) with online variational Bayes
2015-08-09 19:13:01 +02:00
fdfb80886f
improve LDA doc
2015-06-24 18:33:04 -04:00
2f1a26e368
merge NMF and LDA example
2015-06-24 00:03:48 -04:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
11aad7f151
change doc, fix n_jobs, and remove fit_transform
2015-05-31 11:55:54 -04:00
46a503127c
add LDA user guide
2015-05-25 23:51:49 -04:00
a64b0608ed
DOC typo in TruncatedSVD narrative
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[ci skip]
2015-05-19 15:27:16 +02:00
df59b31dc1
Fix mistake in TruncatedSVD expalation in docs
2015-05-15 05:26:57 -04:00
85b9ce5afa
DOC Fix NMF inconsistency and broken links
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In the text X is decomposed into matrices V and H, and in the equation into matrices W and H.
The common literature uses V = WH
http://www.jmlr.org/papers/volume5/hoyer04a/hoyer04a.pdf
http://hebb.mit.edu/people/seung/papers/ls-lponm-99.pdf
2015-03-09 15:19:01 +02:00
969e677353
DOC fix kernels documentation inconsistencies
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Fixes gh-3916, gh-2901.
2014-12-01 11:51:36 +01:00
b2d6a30aeb
IncrementalPCA implementation
2014-09-22 13:12:29 -04:00
88b05ff908
MAINT remove deprecated PCA code
2014-07-22 15:45:35 +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
42e9f5d9ad
DOC fix bad formatting in decomposition.rst
2014-06-23 10:57:19 +02:00
67b8601314
Minor fixes in the docs
2014-06-07 16:38:53 +02:00
b8f9835eb3
Removed duplicate word and corrected grammar in decomposition documentation.
2014-03-16 12:21:24 +00:00
91ae7cd2f9
DOC: NMF narrative: describe optimization problem
2013-09-20 12:13:05 +02:00
915a58ba64
avoid zip + topic in doc
2013-09-06 08:51:06 +02:00
ce4b0411bd
show example in narrative doc
2013-09-05 22:20:38 +02:00
691c9e6533
DOC : remove reference to ProbabilisticPCA in doc
2013-09-05 21:36:46 +02:00
55a92e7680
FIX: 80 characters
2013-07-30 15:30:07 +02:00
melsyt
Hanmin Qin