c970fb51e7
COSMIT spelling
2015-01-15 15:09:35 -05:00
6a98856956
DOC typo
2014-12-03 20:43:47 +01:00
00f1bb7070
Update plot_outlier_detection.py
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I think this word should be inliers.
2014-11-26 11:15:56 -05:00
5b247f90e4
move around examples for better structure.
2014-07-17 09:35:30 +02:00
b16ffbb04d
DOC: fix 2 covariance examples rst math markup.
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Some formulas in plot_mahalanobis_distances and
plot_robust_vs_empirical_covariance were not correctly rendered by sphinx
as some characters were not properly escaped. This is fixed by setting the
docstrings as raw string using r"""
There was also missing braces for the number of features and samples subscript.
2014-06-06 11:44:36 +02:00
34fc4d4214
CLN: Capitalize "Gaussian" in example docstrings
2014-06-01 16:53:23 -04:00
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
8f94ae6d0f
PY3 fixed examples
2014-02-15 17:05:08 +01:00
b0035bf9e8
Rename cv_scores(_) back to grid_scores(_) to keep the name free for a future refactoring
2013-07-28 17:10:14 +02:00
20f15546cd
Merge pull request #2203 from agramfort/cov_doc_fix
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doc fixes in covariance module
2013-07-24 05:19:44 -07:00
1720cef1d4
nitpick fixes, pep8 and fix math equations
2013-07-24 13:45:09 +02:00
31d0f451b6
DOC : fixes in covariance module
2013-07-24 10:09:23 +02:00
65cce1b43c
fix merge conflict
2013-07-22 16:20:31 +02:00
cbfe851751
example fixes to clean first docstring paragraph of rst code
2013-07-22 15:48:44 +02:00
8861833ec9
DOC spellfixes
2013-06-29 16:18:23 +03:00
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
67ece78da4
COSMIT various typofixes
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As suggested by codespell <https://github.com/lucasdemarchi/codespell >
Signed-off-by: Stefano Lattarini <stefano.lattarini@gmail.com>
2013-04-11 21:22:14 +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
4d3ac03479
Fix typos in doc.
2012-11-07 16:29:12 +01:00
cf5426877c
DOC: improve wording in covariance docs
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In docs/docstring, jargon should always be avoided, and hand-waving
explaination should come first, then code, and then mathematical
formulas.
2012-11-07 16:29:12 +01:00
67fabab27d
Improve example narrative doc (rewritten intro).
2012-11-07 16:29:12 +01:00
180cbfbba1
Change legend + complete docstrings.
2012-11-07 16:29:12 +01:00
05ea3e41c9
BF: GridSearchCV + unsupervised covariance shrinkage selection.
2012-11-07 16:29:11 +01:00
d41b02ae6b
BUG: example now needs 'assume_centered'
2012-07-23 16:07:14 +02:00
7b34256672
Avoid extra computations + clean `assume_centered` argument use.
2012-07-23 16:07:14 +02:00
f3fc229633
The LedoitWolf object has to return a covariance estimate or breaks.
2012-07-23 16:07:14 +02:00
c24702e09a
rename mahalanobis_values to raw_values in covariance decision method.
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This is to ensure further compatibility with other classifiers'
decision function.
An optional argument was also added to mahalanobis_distance method
in order to consider already centered data.
2012-07-23 16:07:14 +02:00
645db95737
ENH adjusted examples to new matplotlib 1.1.1
2012-05-05 20:43:21 +02:00
f56ffb542a
Made old EllipticEnvelop deprecated class
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-renamed to **EllipticEnvelope**
-Examples updated
2012-03-26 17:16:58 +02:00
a3aa805bc5
Merge branch 'master' of https://github.com/scikit-learn/scikit-learn into doc_underscores_for_real
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Conflicts:
sklearn/decomposition/nmf.py
sklearn/decomposition/pca.py
2011-12-29 11:57:41 +01:00
600f685022
FIX: RST indentation and blank lines
2011-12-27 21:46:58 +01:00
96d6060cd7
pep8
2011-12-23 10:12:26 -08:00
07f8c6f660
DOC FIX typo
2011-12-20 18:58:39 +01:00
3b61feea07
DOC: improve outlier detection docs
2011-12-20 13:11:44 +01:00
46cfacb617
DOC: outlier detection improve docs and examples
2011-12-20 13:11:44 +01:00
a9acfca27e
Fix bugs + adjust OCSVM parameter in outlier detection example.
2011-12-20 13:11:43 +01:00
d102afbeac
Magnify novelty and outlier detection examples again + minor fixes.
2011-12-20 13:11:43 +01:00
745f981ed9
Integrate AlexG's comments on doc and examples + add tests.
2011-12-20 13:11:43 +01:00
ed0087a1ad
Clean working directory
2011-12-20 13:11:43 +01:00
281f5d6522
Add tools to perform outlier detection with sklearn + documentation.
2011-12-20 13:11:43 +01:00
00a99116d7
Add a set of tools and a new object for outliers detection (+ example).
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The proposes outlier detection object is based on a robust covariance
estimator but similar objects can be implemented from others estimators,
or users own methods can be added to the existing framework.
2011-12-20 13:11:43 +01:00
0c38141cc1
BUG: example plot compatibility with older matplotlib versions
2011-12-20 02:03:41 -08:00
63331849ea
DOC: Fixed links to modules in the example gallery
2011-12-19 16:07:01 +01:00
3573dbc521
DOC: Fixed warning
2011-11-30 11:44:59 +01:00
f43c524415
Remove `correction` and `reweighting` parameters from the API.
2011-11-28 11:23:26 +01:00
c12fa6b9ce
Integrate Gael's minor comments + Magnify examples + 1D data case.
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Review of the variables names suggested by Gael.
Better illustation on examples (boxplot, optimized ranges).
One-dimensional data are now handled in a way that is consistent with
the rest of sklearn: arrays of shape (x, ) are considered as a sample
with only one observation described by x features and a warning suggests
to the user that he should reshape his array. This fix an issue opened
in the issues list.
2011-11-28 11:21:51 +01:00
ae075aeaca
Merge with Gael's glasso changes.
2011-11-28 11:21:51 +01:00
04ae95168d
MISC: @VirgileFritsch and @mblondel's comments
2011-11-10 23:43:11 +01:00
Andreas Mueller