0c2b07f492
Fix warning message.
2012-09-29 02:16:06 +09:00
2a7ebd955f
Cosmit: not a fan of defining a function in a loop :)
2012-09-29 02:16:06 +09:00
7575410adc
PEP8!
2012-09-29 02:16:06 +09:00
71fd662f63
Better documentation on the choice of solver.
2012-09-29 02:16:06 +09:00
15ce0557b2
lsqr is not available in old scipy versions...
2012-09-29 02:16:06 +09:00
1e117305b6
Fall back to dense_cholesky if sample_weight is given.
2012-09-29 02:16:05 +09:00
c5892aabb8
Fix damp parameter.
2012-09-29 02:16:05 +09:00
abee624bf6
Fix docstrings and doctests.
2012-09-29 02:16:05 +09:00
047109233f
BUG: transmit parameters correctly from Ridge to ridge_regression.
2012-09-29 02:16:05 +09:00
107abb6f3e
Add lsqr solver.
2012-09-29 02:16:05 +09:00
2cae34b059
Move solver option to constructor.
2012-09-29 02:16:05 +09:00
d93b33ed1a
ENH add max_iter argument to Ridge estimators
2012-09-19 14:08:52 +02:00
33efa17665
ENH Improve Ridge's conjugate gradient descent
...
Reorder terms in the algorithm so that X'X is not explicitly computed and
add LinearOperator as accepted types. This improves precedent code in two ways:
* Speed: I get speedups ranging from 2.5x to more than 10x.
Benchmark suite can be seen here: https://gist.github.com/1322711
where I print the time spent for various sizes and densities.
* Interface. By allowing a LinearOperator type, we can use the
conjugate gradient method almost for free on dense matrices with
special structure, pytables, etc., about anything that
implements a fast matrix-vector product.
2012-09-19 14:08:52 +02:00
35704c8351
COSMIT rm deprecated class_weight from fit in Ridge
2012-09-19 14:08:41 +02:00
4183cb3b34
COSMIT use LinearClassifierMixin in RidgeClassifier
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Had to change a test due to different tie breaking.
2012-09-17 23:22:16 +02:00
713ba6006e
COSMIT pep8
2012-09-04 17:24:01 +01:00
63e99023b6
DOC fixed some sphinx errors, issues in docs....
2012-09-03 23:48:32 +01:00
466479fe03
API : consistent use alpha_/alphas_ for alpha/alphas estimated by CV in linear models (issue #1041 )
2012-09-02 23:16:54 +02:00
9e7c03f71a
Add or fix deprecation schedule in warnings.
2012-09-01 20:02:14 +02:00
0fccfbe95c
COSMIT trying to fix doc issues
2012-09-01 16:23:57 +02:00
920bf84e67
Decision threshold is now 0 in RidgeClassifier.
2012-08-30 22:42:56 +09:00
e18a32d93b
Fix #1080 .
2012-08-28 21:33:35 +09:00
129fd7b7bf
COSMIT: -loo_values +cv_values
2012-07-18 07:42:04 +02:00
cfb6510729
COSMIT: rename M matrix to loo_values
2012-07-18 07:42:04 +02:00
29d5dc2f09
FIX: expose loo_values_ in RidgeCV instead of the private _RidgeGCV
2012-07-18 07:42:04 +02:00
602725274f
ENH: add store_loo_values attribute to _RidgeGCV see Issue #957
2012-07-18 07:42:04 +02:00
b07dfafbf0
Typo fix
2012-07-11 01:47:48 +02:00
94708a33b9
FIX minor rebasing and other problems
2012-06-26 19:00:51 +02:00
971d1310b9
ENH create BaseRidge base class
2012-06-26 14:16:04 +02:00
7feff8ceb2
Fix: RidgeClassifier must not inherit from RegressorMixin.
2012-06-14 14:05:09 +09:00
5709d53134
Removed needless method redefinition.
2012-06-13 15:28:38 +09:00
fb714df433
Fix #904 .
2012-06-13 13:26:02 +09:00
705a36801b
DOC Believe it or not - this fixes the annoying sphinx error. And don't dare to
...
abbreviate singular value decomposition with svd. Sphinx does not approve of that.
2012-03-31 16:23:01 +02:00
e9d6673c6e
ENH: a few typos in docstrings
2012-03-25 23:17:42 +02:00
57e81471a5
Merge pull request #648 from amueller/linear_model_class_weights
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MRG class_weights constructor parameter in RidgeCV
2012-03-25 07:54:45 -07:00
fb4c81bb49
ENH local variable in ``fit`` instead of modifying the estimator parameters. thanks @GaelVaroquaux
2012-03-21 23:45:02 +01:00
667ef37714
DOC move references from Notes to References section in docstrings
2012-03-04 15:16:51 +01:00
689d672529
ENH added "shadow" parameter class_weight_ as @ogrisel suggested.
2012-03-04 12:18:34 +01:00
9061131d7f
Merge branch 'master' into linear_model_class_weights
...
Conflicts:
sklearn/linear_model/ridge.py
2012-03-03 17:01:50 +01:00
4508438445
ENH Added tests and fixes
2012-03-03 15:02:48 +01:00
c597c6b5ae
COSMIT pep8
2012-03-03 14:40:51 +01:00
5886f7cacc
DOC add removed docstring.
2012-03-03 14:39:17 +01:00
52263a60f4
DOC Documentation for RidgeClassifierCV
2012-03-03 14:00:56 +01:00
6bf9501a9a
FIX: class_weight only in classifier Ridge classes
2012-03-03 13:54:10 +01:00
bc942e8c9d
COSMIT pep8
2012-03-02 19:39:43 +01:00
6783466bb0
DOC doc fixes
2012-02-29 22:18:18 +01:00
36602c6cb4
Don't raise warning in auto mode.
2012-02-28 20:46:18 +09:00
cbb67aa7d3
Pep8.
2012-02-28 20:46:18 +09:00
8195db25af
refactoring (thanks @GaelVaroquaux, @mblondel)
2012-02-28 20:46:18 +09:00
83ecb9bebc
coerce sparse matrices to dense before SVD
...
...all ridge tests pass now.
2012-02-28 20:46:18 +09:00
Mathieu Blondel