d86a629ac7
Added robust scaling example
2015-05-16 11:15:32 +02:00
4c6ad90d2a
Remove interquartile_scale parameter
2015-05-16 11:13:31 +02:00
dd2fdbb18c
Removed superfluous testcase for robust scaler
2015-05-16 01:50:56 +02:00
c296e4961e
Fixed removal of copy-parameter
2015-05-16 01:50:42 +02:00
e5fb9dd5a4
Changed outdated test
2015-05-16 00:50:25 +02:00
9ffd954ea6
Fixed decprecation warning
2015-05-16 00:50:05 +02:00
6aefa534e5
Improved documentation of robust scaler
2015-05-16 00:49:47 +02:00
29e8377e19
Export robust_scale and RobustScaler
2015-05-16 00:08:37 +02:00
4ff47d9efa
Fix documentation in test case
2015-05-15 23:51:17 +02:00
e5957928d3
Remove 'copy' parameter form RobustScaler functions
2015-05-15 23:48:34 +02:00
f7ca553d00
Remove warn_if_not_float
2015-05-15 23:47:10 +02:00
50c0a8d531
Fix documentation errors.
2015-05-15 23:46:38 +02:00
5fcad7cc67
Fixing sparse max for older scipy
2015-05-08 15:13:27 -04:00
84ee88db79
DOC: updating Normalizer docstring for norm='max'
2015-05-08 14:22:55 -04:00
007ae76cb3
TST: covering norm='max' branches of normalize()
2015-05-08 14:20:54 -04:00
9e710ed843
WIP: adding 'max' normalizer to normalize()
...
This still needs tests and doc updates.
2015-04-23 12:58:17 -04:00
a94301cad2
added an additional test case in test_label.test_label_binarize_with_class_order()
2015-04-02 18:25:52 -05:00
03dbec87de
fixed reverse sorting issue in label_binarize()
2015-04-02 18:21:21 -05:00
574ebfda85
Merge pull request #4436 from ogrisel/rebased-pr-3747
...
[MRG+2] FIX make StandardScaler & scale more numerically stable
2015-03-23 11:12:32 -05:00
b596dfcfef
FIX test for older versions of numpy
2015-03-23 16:41:18 +01:00
04078be7da
FIX make StandardScaler & scale more numerically stable
...
Detect common numerical stability problems in the standardization
routines and try simple mitigation strategies while alos issuing
a warning.
2015-03-23 14:32:33 +01:00
cd2ee7e454
MAINT docstring --> comments to prevent nose from using doc in verbose mode
2015-03-21 11:16:49 +05:30
6beacc3fb6
remove deprecated stuff from 0.17
2015-03-18 14:49:04 -04:00
a13a5859e8
DOC remove sphinx warnings when generating the doc
...
and fixes a few other doc problems while I was at it.
The main take-home message is to remember that you need a backslash when
your parameter type description exceeds one line.
2015-03-18 15:49:30 +01:00
ed47b5b744
Directly compute polynomial features.
...
Polynomial features are computed by iterating over all combinations
of features. For each combination of features, the product of the
columns indexed by the combination is computed.
The fit method is now a no-op, and the transform method works with any
number of features (regardless of what fit was called with).
2015-03-18 13:07:15 +11:00
555b859041
Fix #4351 . Rendering of docs in MinMaxScaler.
2015-03-06 12:38:05 -05:00
e0f5049a3d
minor fixes in docs.
2015-03-03 11:07:18 -05:00
feceab6f62
FIX test for consistent handling on empty input data
2015-02-26 10:45:06 +01:00
cd5166e82f
make check_array convert object to float.
...
fix dtype check, add test. unfriend all multi-output estimators on facebook.
try to fix what is happening to y (by doing nothing to y)
make test work...
Make everything accept object y or say "invalid label"
fix multioutput linear models
add test for sensible error message.
2015-02-15 12:13:41 -05:00
67dcd99d82
TST fix tests with numpy 1.6.1
...
np.bincount raises an Exception with empty input arrays for numpy versions < 1.6.2
Add utils.fixes.bincount to tackle this issue and use it instead of np.bincount
2015-02-01 15:49:49 +01:00
bf8cfb6ff6
Check if parameters are fitted
2015-01-20 08:05:05 +01:00
22f718dcce
ENH Added RobustScaler
2015-01-19 21:13:31 +01:00
b3fbccca38
FIX various mismatch between docstring and signature params
...
DOC max_iterations -> max_iter. Make it consistent with kmeans
MAINT Replace the deprecated dx parameter with d in the docstrings
MAINT Deprecation warning for max_iterations parameter.
2015-01-16 11:54:57 -05:00
48e72b5559
TST Add test to check if ValueError is raised if input contains NaN
2015-01-16 19:13:31 +05:30
731b50bed6
TST Add test to check if warning is raised for integer dtype-ed inputs.
2015-01-16 19:12:13 +05:30
78233b2d05
FIX scale - Raise ValueError when input contains non finite values.
2015-01-16 19:07:27 +05:30
87a823c7c7
Fix a typo in OneHotEncoder's docstring
...
were --> where.
2015-01-12 14:04:29 -05:00
abd31d2cad
MAINT Make uniform the error raised for not fitted condition
2015-01-12 00:33:40 +05:30
38920a3c6d
add 'MultiLabelBinarizer' to __all__
...
Prevents spurious pylint error.
2015-01-02 22:44:21 +01:00
1945aec44c
DOC: Fix LabelBinarizer docstring to rst format bug
...
- Also add line to make multilabel classification example more instructive
- Use one line for 2D array so syntax highlighting is correct
2014-11-25 13:45:26 -05:00
72db6aeb62
DOC: Make the comment slightly clearer
2014-10-25 10:53:33 +02:00
d71c52929a
Handle_unknown option to OneHotEncoder
...
OneHotEncoder fails with a error that is not helpful if a missing
categorical feature is present during transformation.
Add handle_unknown with an "error" and an "ignore" option.
2014-10-24 13:23:53 +02:00
9622e858b3
MAINT: Move _get_median into sparsefuncs to avoid circular imports
2014-10-21 09:21:30 +02:00
cd7b43ccf9
TST make catch_warnings blocks more robust
2014-10-12 18:20:18 +02:00
52adb5cae7
ENH Add 'axis' argument to sparsefuncs.mean_variance_axis
2014-09-03 13:47:48 +02:00
5024503183
DOC document MultiLabelBinarizer.sparse_output param
2014-08-22 07:59:48 +10:00
e1891d801b
Merge pull request #3489 from jnothman/attributes-doc
...
[MRG] DOC fix formatting of Attributes sections in documentation
2014-08-02 20:14:53 +10:00
cbcae0459c
FIX Support unseen labels LabelBinarizer and test
...
This fix restores the default behavior of 0.14.1 for backward
compat.
2014-07-29 16:21:04 +02:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
c484a4a844
MAINT remove deprecated code from preprocessing
2014-07-22 15:57:18 +02:00
be08122e04
DOC Fix example path
2014-07-21 18:42:23 +10:00
c235c3b566
ENH add allowed_sparse named argument for @ogrisel
2014-07-20 15:31:28 +02:00
6e2a83b4e1
remove check_arrays stuff and old input validation
2014-07-20 13:31:45 +02:00
9f45e3730f
Modified sparse OvR to handle sparse target data
...
Defaulted label binarizer to set sparse_output=True when training ovr
classifiers, edited Label binarizer to allow for sparse binary column output
2014-07-18 12:10:50 +02:00
b080d93b5e
ENH don't convert dataframes in grid search and cross-validation
2014-07-18 10:02:14 +02:00
7768a3059b
ENH: enable y to only implement the array interface
...
For instance y could be a pandas' dataframe
2014-07-17 11:44:07 +02:00
9c1217ce5b
TYPO remove mutli (did you mean Muttley?)
2014-07-15 12:09:45 +02:00
b65e4c8d9d
FIX MinMaxScaler behavior on 1D inputs.
2014-07-13 18:35:21 +02:00
9e56b2b469
DOC more explicit docstring for preprocessing.normalize
2014-07-08 17:31:39 +02:00
5358be563a
TST crank up preprocessing tests to 99% coverage
...
Fixes #3347 . (nosetests reports no missing lines, so 99% seems to
be a roundoff error, or a hint that 100% coverage is impossible :p)
2014-07-06 14:43:26 +02:00
7a70e0f8d3
FIX Forced dtype to int when densifying array in label_binarize
2014-06-25 18:04:15 -04:00
2bfca14c49
ENH sparse matrix support in label binarization
2014-06-25 16:15:19 -04:00
68b0a285b4
DOC Note shape of binary binarized output
2014-06-20 14:14:57 -04:00
0309793c97
DOC give example of binarizing binary targets
...
H/T @ilam
2014-06-19 15:40:48 -07:00
5b854514bb
Merge branch 'pr/3263': minor fixes from the 0.15.X branch
2014-06-09 14:47:05 +02:00
d12d3132c4
Fix some fun column span alignment errors.
2014-06-07 16:48:48 +02:00
67b8601314
Minor fixes in the docs
2014-06-07 16:38:53 +02:00
60e8aeaf22
TST test interaction features outside doctest
2014-06-07 15:00:41 +02:00
7accbfa5d4
Merge pull request #3239 from larsmans/faster-poly-features
...
compute poly features directly and allow interaction features only
2014-06-05 18:00:58 +02:00
de42d692d8
ENH interaction_only in PolynomialFeatures
2014-06-05 17:46:07 +02:00
f4251347af
ENH/DOC fix poly features complexity
...
Fixes #3191 , #3194 .
2014-06-05 17:45:32 +02:00
c9048fbccb
FIX workaround doctest failure with old numpy
2014-06-05 13:21:54 +02:00
c013e26a61
ENH use the np.int dtype to encode integer classes
2014-06-05 12:01:04 +02:00
28eb1ebe15
Assert or ignore all sequence of sequences deprecation warnings
2014-06-05 11:20:36 +02:00
9cfa1f38ad
TST stronger test for non-integers in MultiLabelBinarizer
2014-06-05 11:20:36 +02:00
fc0150d08d
DOC/FIX Address @arjoly's comments
2014-06-05 11:20:36 +02:00
dcb24172c4
No set construction shorthand in Py2.6
2014-06-05 11:20:36 +02:00
5b4a3c8d41
TST Validate input MultiLabelBinarizer.inverse_transform
2014-06-05 11:20:36 +02:00
b2fe367562
DOC comment on _transform interface
...
Also avoid stride trick
2014-06-05 11:20:36 +02:00
4dfde8bd54
FIX No set construction shorthand in Py2.6
2014-06-05 11:20:36 +02:00
f18a07ac9a
FIX don't use dict comprehension for Py 2.6
2014-06-05 11:20:36 +02:00
255895d951
DOC remove mention of sequence of sequences in Parameters sections
2014-06-05 11:20:36 +02:00
8ce9077241
ENH do not allocate memory for temporary array of 1s
2014-06-05 11:20:36 +02:00
bbc3e7e668
COSMIT use mlb for MultiLabelBinarizer instances
...
This class had been called LabelSetsBinarizer, for which lsb was appropriate
2014-06-05 11:20:36 +02:00
37730f4c46
COSMIT use MultiLabelBinarizer in LabelBinarizer during deprecation
2014-06-05 11:20:36 +02:00
742505d870
FIX remove duplicates in MultiLabelBinarizer
2014-06-05 11:20:35 +02:00
18c399e20a
MAINT deprecate sequences of sequences support
...
* add warnings
* provide alternative binarizer, sklearn.preprocessing.MultiLabelBinarizer
* fix documentation
2014-06-05 11:20:35 +02:00
40597f1df5
Merge pull request #3169 from mjbommar/issue-3167-eradicate-todense
...
PR re: issue 3167 to eradicate .todense()
2014-05-24 21:02:47 +02:00
724b63a16c
Replacing the test .todense() methods with .toarray()
2014-05-20 21:44:34 -04:00
325e998fcc
Extend utils.sparsefuncs: inplace scale and axis min/max
2014-05-18 20:03:37 +10:00
32c843b4b9
COSMIT: pep8, trailing spaces
2014-03-29 17:59:35 +01:00
bbb8f1d1bf
Moved sparsefuncs to sparsefuncs_fast
2014-03-27 13:20:45 +05:30
9e2071bb99
DOC clarify Imputer constructor: arbitrary strings not accepted
2014-03-19 10:53:57 +01:00
4c6e0263b4
MAINT final occurrence of "Scaler"
2014-03-12 14:11:32 +01:00
0abe21eaac
MAINT remove some deprecated stuff
2014-03-12 13:33:42 +01:00
c530f5aed4
FIX for early numpy where astype(..., copy=...) unavailable
2014-03-12 14:24:26 +11:00
14b435c136
Merge pull request #2938 from jnothman/clean_impute
...
[MRG+1] some clean-up in Imputer, particularly in calculation of sparse median
2014-03-11 19:18:05 -07:00
79a8012ecd
FIX for numpy compatibility, code clarity
2014-03-08 21:46:32 +11:00
b4ca1d6f1f
COSMIT Remove unnecessary assertion
2014-03-07 09:18:43 +11:00
43da4ad830
ENH/TST remove unnecessary sorts and complete testing for sparse median
2014-03-04 00:16:49 +11:00
Thomas Unterthiner