6eec2e651b
Even more sklearn.utils.testing.
2012-10-26 00:09:46 +09:00
d50c0cb06c
COSMIT pep8
2012-10-02 17:31:00 +01:00
04b5e98400
Add support for query_id in dump_svmlight_file
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Added a test and docstring
2012-09-29 10:19:07 +02:00
58c1b5decd
Add test for load_svmlight_files
2012-09-28 20:56:15 +02:00
398fa9d136
FIX: query_id parameter and other cosmetic changes
2012-09-28 11:24:28 +02:00
6fd39fbf12
Add support for preference contraints in svmlight format.
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This feature is explained in http://svmlight.joachims.org/ and adds
the ability to control which pairs are considered when dealing with
pairwise loss functions (e.g. for SVMrank).
In order to preserve API compatibility, I return this information (if
present) as a second column to the y vector.
2012-09-26 17:48:13 +02:00
6eb4bb3841
TST (near-)empty lines and explicit zeros in SVMlight loader
2012-09-05 15:39:57 +02:00
ef8aa402ed
Add missing test file.
2012-08-05 20:42:47 +09:00
6f54691eb3
Check that feature indices are sorted.
2012-08-05 20:34:59 +09:00
35b24cac4c
ENH allow user-specified comment in SVMlight dumper
2012-07-23 10:46:18 +02:00
e1ba110829
ENH make generated SVMlight files self-describing in a comment
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Comment is *not* used to parse the files, since that would break
compatibility with other tools; it's just there for the user.
2012-07-21 14:32:29 +02:00
2530791e2e
ENH better input validation for dump_svmlight_file
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Also, do validation *before* opening any files.
2012-07-21 14:32:29 +02:00
f6bd86e290
COSMIT cleanup tests with pyflakes
2012-07-21 12:57:49 +02:00
0240e3d85b
work on smmlight serualizaer to preserve double precision values
2012-07-10 01:05:50 +02:00
51661e7bb3
FIX #937 : preserve double precision values in svmlight serializer
2012-07-07 20:14:58 +02:00
669bbf2de1
BUG do not close fd passed by user in SVMlight loader
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+ document the behavior of load_svmlight_file better
2012-06-13 16:31:39 +02:00
ddb7b4df81
ENH always support file descriptors in SVMlight loader
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Previously only supported in Python 3.x
2012-06-11 14:11:50 +02:00
f26e2371b6
ENH: make_regression supports multiple targets
2012-06-05 18:18:00 +03:00
4eedded8db
ENH support opening compressed files in SVMlight reader
2012-06-04 10:50:51 +02:00
3e5f2e5e08
ENH backport "assert_less" and "assert_greater", rename "assert_lower" and use it everywhere :)
2012-05-06 15:43:29 +02:00
7bc2ca74c7
Merge pull request #756 from larsmans/svmlight_fix
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MRG re-allow zero-based indexes in SVMlight files
2012-04-16 06:13:13 -07:00
96af5ae934
TEST + FIX zero_based="auto" behavior in SVMlight loader
2012-04-15 16:50:51 +02:00
2ddf1a7b6d
COSMIT pep8 SVMlight loader
2012-04-15 16:33:22 +02:00
32f9a7cefb
COSMIT replace utils.testing.assert_in with Nose-compatible functions
2012-04-05 14:39:07 +02:00
2c293ebc40
BUG re-allow zero-based indexes in SVMlight files
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Fixes issue #750 .
2012-04-04 22:44:53 +02:00
73320c4545
Merge branch 'master' into gradient_boosting
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Conflicts:
doc/modules/ensemble.rst
sklearn/ensemble/tests/test_forest.py
sklearn/tree/_tree.c
sklearn/tree/tree.py
2012-03-03 11:40:01 +01:00
5f4ca06734
FIX: make LFW data shapes consistent with Olivetti faces
2012-02-11 13:58:33 +01:00
209d23de5e
Merge remote branch 'upstream/master' into gradient_boosting
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Conflicts:
sklearn/ensemble/tests/test_forest.py
2012-01-31 21:12:49 +01:00
2d6e484f3e
fix: wrong assertion
2012-01-24 09:49:23 +01:00
16c5ed0235
added artificial dataset generator from Hastie et al. 2009, Example 10.2
2012-01-24 09:45:49 +01:00
cb00e97dc2
COSMIT pep8
2012-01-23 10:02:01 +01:00
7d1782ceb7
Added basic test for filenames consistency when all specified.
2012-01-20 17:10:28 +00:00
9e9bd1c4d9
FIX: ensure fetch_20newsgroups_vectorized outputs CSR matrices to work with cross validators
2011-12-30 14:13:23 +01:00
0f8b3c2097
FIX: fix test: integers are valid file descriptors in py3k
2011-12-26 17:42:06 +01:00
bc18af34bd
FIX: py3k need explicit bytes buffers for svmlight format serialization
2011-12-26 10:58:38 +01:00
3a6e490e05
COSMIT pep8
2011-12-23 19:12:52 +01:00
7f53024ae9
remove unused imports
2011-12-23 09:27:40 -08:00
512c9116f2
FIX typo that broke the test
2011-12-22 14:23:31 +01:00
d0ac763f2e
Allow unlabeled samples in multilabel ex, collab between @vene and @mblondel on the plane
2011-12-22 12:42:49 +01:00
87a85c189a
Merge pull request #417 from larsmans/multilabel
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MRG : ENH multilabel learning in OneVsRestClassifier
2011-12-21 08:10:23 -08:00
18a70f7e99
Merge remote-tracking branch 'vene/lars_multilabel' into multilabel
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Conflicts:
sklearn/tests/test_multiclass.py
2011-12-21 13:54:42 +01:00
17afd07fcf
Merge pull request #490 from mblondel/news20_loader
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WIP : Vectorized news20 dataset loader.
2011-12-21 02:53:26 -08:00
3d2ea0d3e6
Use int16 for more compactness.
2011-12-21 11:37:33 +01:00
ad53ecd657
Merge branch 'master' into multilabel
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Conflicts:
sklearn/datasets/_svmlight_format.c
Solved by re-cythonizing.
2011-12-21 11:15:33 +01:00
5ebcd59a38
EHN: multilabel samples generator can create different number of labels per instance
2011-12-21 10:54:04 +01:00
ef6a563f25
BUG fix off-by-one error in SVMlight format loader
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Apparently, column indices in SVMlight/LibSVM data files are one-indexed.
2011-12-20 17:18:40 +01:00
2ac0b02298
Return bunch object.
2011-12-20 17:07:35 +01:00
4761dc3f42
COSMIT rename load_vectorized_20newsgroups + DOC + pep8
2011-12-20 15:38:09 +01:00
1648c2163b
Multilabel classification dataset generator.
2011-12-20 13:47:22 +01:00
c3aa2d7e8d
Merge multilabel branch with master.
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Conflicts:
sklearn/datasets/_svmlight_format.c
sklearn/datasets/_svmlight_format.pyx
sklearn/datasets/tests/test_svmlight_format.py
sklearn/preprocessing/__init__.py
2011-12-20 12:41:42 +01:00
Mathieu Blondel