Brooke Osborn
2eddb1a29f
BUG fix whitespace in error messages
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Partial fix for #2380 .
Signed-off-by: Lars Buitinck <L.J.Buitinck@uva.nl>
2013-08-26 17:02:52 +02:00
Lars Buitinck
52a100215c
DOC explain normalization in LSA KMeans example
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As requested by @ogrisel.
2013-06-12 13:39:39 +02:00
Lars Buitinck
a7e0246624
FIX and link LSA clustering example
2013-06-12 13:39:39 +02:00
Lars Buitinck
cacb14ef0a
ENH add latent semantic analysis/sparse truncated SVD
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Fixes #1519 .
2013-06-12 13:39:36 +02:00
Robert Layton
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
Andreas Mueller
3c501ec97b
COSMIT typo. the French again ;)
2013-04-14 16:34:53 +02:00
Stefano Lattarini
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
Lars Buitinck
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
Andreas Mueller
bf1aac67f4
COSMIT pep8
2013-01-20 14:55:15 +01:00
Olivier Grisel
e27c1990a8
Improve module docstring of document clustering example
2013-01-20 13:05:27 +01:00
Olivier Grisel
9c66bb79c8
Improved the clustering example with HashingVectorizer
2013-01-20 13:04:46 +01:00
Andreas Mueller
38b455d541
Cosmit pep8
2012-12-25 13:16:05 +01:00
Andreas Mueller
d9a6243c98
ENH rename k in clustering examples and doctests to n_clusters
2012-05-30 07:41:34 +02:00
Olivier Grisel
c0541fa03b
Renamed Vectorizer to TfidfVectorizer + deprecation warning
2012-03-07 06:48:56 -08:00
Olivier Grisel
57e32f43b0
enable stop words in clustering example
2012-03-06 07:39:13 +01:00
Lars Buitinck
216a0122b2
ENH demo sparse KMeans on 20news set (it's slow!)
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Conflicts:
examples/document_clustering.py
2011-12-21 13:12:20 +01:00
Olivier Grisel
af05e765f0
Merge branch 'master' into minibatch-kmeans-optim
2011-12-20 09:56:19 +01:00
draxus
e5628f79c6
peping8 examples
2011-12-19 18:16:51 +01:00
Olivier Grisel
f87248dcec
new example to emphasize issues with current naive reinit scheme on sparse data
2011-11-06 23:50:12 +01:00
Olivier Grisel
982359cfab
first stab at a reinit strategy that work on low dim data only
2011-11-06 22:33:34 +01:00
Olivier Grisel
9fbe559139
make k-means++ work on sparse input and use it as default for MB k-means
2011-11-06 15:21:58 +01:00
Olivier Grisel
a0f259842c
switch to lazy sampling with explicit index to divide memory usage almost by 2 and decrease code complexity with no measurable impact on the run time
2011-11-03 12:58:38 +01:00
Olivier Grisel
b9087e5c8a
ENH: document clustering example simplification
2011-10-09 11:20:56 +02:00
Olivier Grisel
e6eff45d96
ENH: no need for L2 norm on input in doc clustering
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The new TD-IDF implementation already does that by default.
2011-09-27 09:17:44 +02:00
Lars Buitinck
fa50e6885a
rename ari_score adjusted_rand_score
2011-09-13 16:50:30 +02:00
Olivier Grisel
75f2617579
FIX: fix broken document clustering example and add ARI to examples
2011-09-10 07:23:46 +02:00
Fabian Pedregosa
ddf4b72109
Move project directory from scikits.learn to sklearn
2011-09-02 12:06:57 +02:00
Fabian Pedregosa
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
Fabian Pedregosa
fd0d3b879d
Move project directory from scikits.learn to sklearn
2011-09-02 11:38:24 +02:00
Peter Prettenhofer
1872fb53ab
changed batch representation from indices to slices.
2011-07-04 22:23:34 +02:00
Peter Prettenhofer
981478e35d
more tests for (mini-batch) k-means (99% coverage).
2011-06-25 18:35:09 +02:00
Peter Prettenhofer
8bb2fc2471
set max_terms to 10k. Added spectral clustering.
2011-06-10 13:25:35 +02:00
Peter Prettenhofer
129fe597ad
Document clustering example updated.
2011-06-10 12:53:02 +02:00
Peter Prettenhofer
2f5248bb1d
changed mini batch representation in dense MiniBatchKMeans - saves mem but increases runtime.
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added tol and max_iter to sparse MBKM.
2011-06-10 11:42:44 +02:00
Peter Prettenhofer
02b697ad7b
Use euclidean distance.
2011-06-10 10:06:00 +02:00
Peter Prettenhofer
6bb2b37995
added SpectralClustering to document_clustering example.
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rm compute_cache from cython codebase.
2011-06-07 15:41:32 +02:00
Peter Prettenhofer
765ce7db5f
Added different compute_cache functions: dot and euclidean distance.
2011-06-07 12:07:32 +02:00
Peter Prettenhofer
1bf591c57d
enh: compute cache only on samples in current batch.
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now significantly faster.
2011-06-06 21:53:31 +02:00
Peter Prettenhofer
50e9f18d7d
Initial checkin of sparse.MiniBatchKmeans clustering + document clustering example on 20 news.
2011-06-06 18:40:00 +02:00