aa69d857a8
FIX #401 : update tutorial doctests to reflect recent changes and add them to
2011-10-22 17:39:19 +02:00
cbab8624df
DOC: prettify plot_permutation_test_for_classification.py
2011-10-21 21:03:22 -04:00
4a3975f3d8
BUG NMF topic spotting example would output n_top_words-1 terms
2011-10-18 15:48:53 +02:00
b9087e5c8a
ENH: document clustering example simplification
2011-10-09 11:20:56 +02:00
8dfe631489
Merge branch 'master' into tree
...
Conflicts:
sklearn/setup.py
2011-10-07 00:30:19 +02:00
bc9ad28741
Merge pull request #364 from robertlayton/silhouette
...
Silhouette Coefficient added to metrics
2011-10-06 14:10:01 -07:00
a5b8a84c2f
merge master
2011-10-05 10:27:18 +02:00
be48c63fbe
Merge pull request #377 from larsmans/sparse-nmf
...
Allow sparse input to NMF
2011-10-04 06:47:37 -07:00
c9d142c032
Merge branch 'master' of github.com:scikit-learn/scikit-learn into enh/tree
2011-10-04 13:51:58 +01:00
9a54ba969d
Integrate Fabian's comments on Minimum Covariance Determinant.
2011-10-04 11:19:37 +02:00
cb9e8e6cf0
Implements a robust covariance estimator: Rousseeuw's MCD.
...
Minimum Covariance Determinant (MCD) is a robust estimator of
covariance introduced by Rousseeuw [1]. The main idea behind the MCD
is to find a fixed proportion of observations whose scatter matrix has
the minimum determinant.
The MCD estimator is computed with the FastMCD algorithm [2].
[1] P. J. Rousseeuw. Least median of squares regression. J. Am Stat
Ass, 79:871, 1984.
[2] P. J. Rousseeuw and K. Van Driessen. A fast algorithm for the
minimum covariance determinant estimator. Technometrics, 41(3):212,
1999.
2011-10-04 11:18:55 +02:00
a1f273d1e3
pep8 and pyflakes
2011-10-04 13:22:52 +11:00
42714e5f9a
sampling added to silhouette_score, examples updated to match
2011-10-04 13:13:41 +11:00
730bdc71b2
Sampling to improve SC speed
2011-10-04 12:50:11 +11:00
7ff7e1f839
Silhouette calcualted for all forms of k-means in example
2011-10-04 11:29:23 +11:00
90366b2996
Using pairwise_distances in the Silhouette Coefficient. Updates to docs, code, tests and examples
2011-10-04 11:23:14 +11:00
90c8ee7d80
Silhouette added to AP example
2011-10-04 10:50:55 +11:00
91f7abc4d7
Example updated, which required fixing a backwards compatability bug (adjusted_rand_score not imported in metrics/cluster/__init__.py)
2011-10-04 10:44:15 +11:00
1e3f1dcd2b
Allow sparse input to NMF
2011-10-03 17:17:33 +02:00
85c680cb3b
thanks to @larsmans, TFIDF is now always positive :)
2011-10-03 14:31:18 +02:00
0e516d0df1
Export data option in SVG gui.
2011-09-30 18:28:19 +09:00
cfe6b64dd1
BUG adapt text feature grid search example to new 20news loader
2011-09-28 13:57:59 +02:00
e6eff45d96
ENH: no need for L2 norm on input in doc clustering
...
The new TD-IDF implementation already does that by default.
2011-09-27 09:17:44 +02:00
716b1e7105
DOC: improve spectral clustering docs
2011-09-25 21:20:59 +02:00
185f7ab27f
DOC: doc and example cosmetics for trees
2011-09-25 19:59:22 +02:00
c9b0913c0c
Cosmit, PEP8
2011-09-25 19:30:23 +02:00
6182960ac9
Merge branch 'master' of github.com:scikit-learn/scikit-learn into enh/tree
2011-09-21 20:26:40 +01:00
241ebbaed8
Merge branch 'vene-sc'
2011-09-19 14:41:08 +02:00
10c146f164
Cosmit: make in-place modifications explicit
2011-09-19 14:29:02 +02:00
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
77a0ec3878
s/img_denoising/image_denoising
2011-09-19 12:43:51 +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
531b187625
Merge branch 'dictionary_learning' of git://github.com/GaelVaroquaux/scikit-learn into sc
...
Conflicts:
examples/decomposition/plot_img_denoising.py
2011-09-17 17:53:11 +03:00
f0b0cfe98e
DOC: larger lena size in denoising example
...
Large size work better because they give a better training set to the
dictionary_learning algorithm. This is a tradeoff between computation
time and quality of example
2011-09-17 06:02:43 +02:00
6ec4e1b44c
cosmit
2011-09-16 12:15:57 +02:00
9a0db43470
Merge remote-tracking branch 'vene/sc' into vene-sc
2011-09-16 11:34:26 +02:00
c74347f5ca
trailing spaces
2011-09-16 11:29:26 +02:00
6e07284f3f
FIX example logisitic regression.
2011-09-14 12:53:35 +02:00
54af74d18c
Merge remote-tracking branch 'jakevdp/neighbors-refactor'
2011-09-13 23:41:23 +02:00
fa50e6885a
rename ari_score adjusted_rand_score
2011-09-13 16:50:30 +02:00
c315c5a6ca
improved documentation
2011-09-13 12:52:41 +01:00
dd30699639
Included dictionary learning online in decomp example
2011-09-12 19:44:29 +03:00
ed434c3f1f
typo
2011-09-12 09:48:55 +02:00
5da44bde6c
make example script filename more explicit
2011-09-12 09:47:59 +02:00
6c97f3832d
add weighting to classification and regression
2011-09-11 16:17:57 -07:00
ddbf08c2fc
DOC: add example to illustrate the concept of adjustment for chance
2011-09-12 00:05:09 +02:00
bc02942bc3
Nearest Neighbors examples & documentation
2011-09-11 10:45:34 -07:00
Olivier Grisel