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156 Commits

Author SHA1 Message Date
Michele Lacchia 0301e06b19 DOC: add missing default value in LinearRegression docstring (#8873) 
* DOC fix typos in linear_model.rst

* Another typo

* DOC: add missing default value in LinearRegression docstring and fix typo
 2017-05-15 13:53:05 +02:00
Guillaume Lemaitre f14c07d014 DOC removed deprcated residues_ (#8691) 2017-04-04 08:58:48 +10:00
Lee Murray d196ea3cc5 [MRG] DOC: improve docstring form 'normalize' (#8658) 
* DOC: improve docstring form 'normalize'

* DOC: improve docstring for 'normalize'

* fix double backticks in coordinate descent

* add missing path reference

* fix line lengths

* align language in docstring across files in linear_model
 2017-03-30 11:19:21 +02:00
Andreas Mueller 5c4b1bb231 [MRG+1] Housekeeping Deprecations for v0.19 (#7927) 
* remove stuff to be removed 0.19

* more changes

* remove classes from 0.19 whatsnew

* remove _LearntSelectorMixin

* remove ProjectedGradientNMF, load_lwf_*

* minor fixes

* remove more copy from logistic regression path

* remove lda, qda from __init__.__all__

* remove pg solver in nmf from tests etc

* remove class_weight="auto" from tests

* doctest change for decision_function_shape="ovr"

* remove transfrom from tree test, minor fixes to tree tests

* some fixes in the tests

* undo changes in functions which still allow 1d input...

* also allow 1d in scale

* more test fixes...

* last test fixes in forest and tree

* svm default value change doctest failures

* pep8

* remove more class_weight="auto" stuff

* minor cosmetics in docstrings deprecated / removed behavior.

* say that store_covariance has been moved to __init__ in discriminant_analysis
 2016-12-09 12:43:38 -05:00
Joel Nothman 8570622a44 [MRG+1] DOC insert spaces before colons in parameter lists (#7920) 
* DOC insert spaces before colons in parameter lists

Complies with numpydoc to improve rendering and automatic quality
assurance such as #7793. Affects listings of Parameters Attributes,
Returns.

Performed with the help of:

    grep -nE '^(    )+[a-zA-Z][a-zA-Z0-9_]*: ' sklearn -R | grep -v -e
    externals -e tests | grep -v -e default: -e else: -e Warning: -e Note:
    -e TRAIN: -e Default: -e True: -e False: -e DOI: -e In: | gsed
    's|\([^:]*\):\([0-9]*\):\([^:]*\):\(.*\)|--- a/\1\n+++ b/\1\n@@ -\2,1
    +\2,1 @@\n-\3:\4\n+\3 :\4|' | git apply --unidiff-zero -

* DOC fix numpydoc format for param
 2016-11-25 10:59:22 +01:00
Andreas Mueller 60a1356f31 [MRG + 1] More versionadded everywhere! (#7403) 
* insert versionadded versionchanged directives in docstrings for 0.18

indicate where exception classes were moved from

* moved versionadded in the proper places
 2016-09-27 16:19:47 -04:00
jrfiedler dcca31c40b Modify v0.18 DeprecationWarning messages (#7067) 2016-07-28 12:44:33 -04:00
Lars Buitinck 2e4aafd19c MAINT remove my email address 
I'm getting too many individual support requests. People should
use the mailing list.
 2016-03-04 10:43:41 +01:00
giorgiop 140a5acda8 MAINT depr of center_data, normalize in linear_model 2016-02-17 14:26:50 -05:00
TomDLT 9f136ff293 ENH add multinomial SAG solver for LogisticRegression 2015-12-04 18:36:37 +01:00
KamalakerDadi f2e35411fa Added more versions of 0.17 2015-11-04 00:02:52 +01:00
Andreas Mueller 2653833a07 DOC some fixes to the doc build. 2015-11-03 12:23:23 -05:00
Andreas Mueller ee0fd9aa96 Merge pull request #5446 from deepcharles/charles1 
Empty `residues_` in `LinearRegression`: docstring updated
 2015-10-21 14:11:26 +02:00
Gael Varoquaux d4e9d7991a Merge pull request #4826 from rvraghav93/exceptions 
[MRG + 1] move custom error/warning classes into sklearn.exceptions (and move `deprecated` away from `utils.__init__.py`)
 2015-10-20 10:48:44 +02:00
Raghav R V e3afc0e8c9 MAINT move custom error/warning classes into sklearn.exceptions 
ENH NonBLASDotWarning -> EfficiencyWarning; Improve error message
DOC Add exceptions module to modules/classes.rst
MAINT Move ConvergenceWarning, UndefinedMetricWarning et al into exceptions
MAINT Remove ChangedBehaviorWarning from base
DOC/FIX Improve DataConversionWarning's docstring
 2015-10-19 22:35:35 +02:00
MaryanMorel 4f580e60bb Deprecate residues_ in LinearRegression 
Residues can be empty if the rank of X does not satisfy the
conditions described in scipy.linalg.lstsq documentation.
As residues are not that useful (i.e. we're not doing
stat testing), this property is deprecated and will be
removed in sklearn 0.19.
 2015-10-19 17:28:52 +02:00
Charles Truong 8deaf31e64 Fixed the docstring (issue #5313) 
Empty "residues_" in "LinearRegression": documented the case when the "residues_" attribute is empty.
 2015-10-19 14:04:12 +02:00
Andreas Mueller c66689c4f4 FIX Don't compare arrays to strings!!!! 2015-10-15 16:07:17 -04:00
Olivier Grisel 808fa6450e FIX consistency of memory layout for linear CD solver 2015-10-04 18:32:05 +02:00
TomDLT 94eb61960a ENH add sag solver in LogisticRegression and Ridge 2015-09-10 13:28:02 -04:00
Gael Varoquaux 4f713cec21 Merge pull request #5182 from MechCoder/predict_proba_fix 
[MRG + 2] predict_proba should use the softmax function in the multinomial case
 2015-08-30 21:44:11 +01:00
Gael Varoquaux 190abde442 Merge pull request #4881 from sonnyhu/weighted_least_squares 
[MRG + 1] add sample_weight into LinearRegression
 2015-08-30 16:35:00 +01:00
MechCoder a5537aad15 override predict_proba in log_reg 2015-08-30 11:04:19 -04:00
MechCoder c3cfebe4d6 [BUG] predict_proba should use the softmax function in the multinomial case 2015-08-28 17:06:20 -04:00
Arthur Mensch 2ed0c22c17 Added check_input in Lasso for DictLearning performance 2015-08-20 11:36:24 +02:00
Sonny Hu a88f6ecf9d add sample_weight into LinearRegression 2015-08-13 14:32:07 -04:00
Zac Stewart 6d89b145f9 Fix string literal concatenation whitespace 
- changes "This LogisticRegression instance is not fittedyet" to "This
  LogisticRegression instance is not fitted yet"
 2015-05-05 11:20:08 -04:00
Andreas Mueller d89c215013 Add tags to classifiers and regressors to identify them as such. 2015-03-31 19:59:49 -04:00
Andreas Mueller 6beacc3fb6 remove deprecated stuff from 0.17 2015-03-18 14:49:04 -04:00
Andreas Mueller 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
Andreas Mueller a413f875f1 DOC minor fixes do docstrings, don't document deprecated parameters. 2015-01-16 11:55:02 -05:00
Raghav R V 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
Raghav R V 0bca2ffdfa FIX Refactor _is_fitted method into check_is_fitted. 
DOC Make the docstring of NotFittedError class to conform to pep8.

DOC Make the error message of check_is_fitted more newbie friendly.
 2015-01-12 00:33:40 +05:30
Raghav R V abd31d2cad MAINT Make uniform the error raised for not fitted condition 2015-01-12 00:33:40 +05:30
Olivier Grisel 54f483aafa FIX #2986: ZeroDivisionError in LinearRegression on sparse data 2014-11-14 12:51:43 +01:00
Arnaud Joly c5fdee4e6a MAINT add a deprecation version 2014-09-22 09:57:10 +02:00
akshayah3 c57e6ed6c7 PEP8 fixes 2014-09-19 20:10:29 +05:30
akshayah3 701a87fcfe Refactored some logic code 2014-09-19 19:34:50 +05:30
akshayah3 da646701f9 Added seperate tests 2014-09-19 19:06:29 +05:30
akshayah3 ef7169afd7 Added tests 2014-09-19 16:56:30 +05:30
akshayah3 077a1ee099 Fixed a failing test in the doc 2014-09-19 16:03:42 +05:30
akshayah3 4f2ff2dd7a Small PEP8 fix, n_jobs attribute is compatible with both fit method and the constructor 2014-09-19 15:32:06 +05:30
akshayah3 25c03a7ff8 Added Deprecation warning 2014-09-19 14:39:35 +05:30
Akshay dc3b00dfc0 Removed n_jobs parameter from the fit method and added it to the constructor 2014-09-19 09:07:34 +05:30
Arnaud Joly 50fea077e1 DOC document copy_X parameter from LinearRegression 2014-09-17 16:43:05 +02:00
Thomas Unterthiner 52adb5cae7 ENH Add 'axis' argument to sparsefuncs.mean_variance_axis 2014-09-03 13:47:48 +02:00
Joel Nothman b3bdb08964 DOC fix formatting of attributes etc. in docstrings 2014-07-28 19:04:59 +10:00
Andreas Mueller c235c3b566 ENH add allowed_sparse named argument for @ogrisel 2014-07-20 15:31:28 +02:00
Andreas Mueller 6e2a83b4e1 remove check_arrays stuff and old input validation 2014-07-20 13:31:45 +02:00
Manoj-Kumar-S a015c4aa73 FIX: ENetCV and LassoCV now accept np.float32 input 2014-05-22 14:54:29 +05:30