66fc97708a
ENH don't use deprecated interface in PPCA & cosmit
2012-10-18 14:09:48 +02:00
97ed66151a
BUG + DOC l1_ratio in SGD and CD
...
SGD{Classifier,Regressor} treated l1_ratio as previously rho. Docstrings
stated that l1_ratio must be >0, which means pure L2 regularization would
not be possible.
2012-10-14 11:43:26 +02:00
72e71bb439
ENH address @agramfort's comments, fix some doctests
2012-10-11 20:56:03 +01:00
16aabc7c3f
ENH rename rho to l1_ratio in ElasticNet and friends
2012-10-11 20:56:03 +01:00
03b8829a83
extend eps_ description
2012-10-08 19:35:39 +02:00
9701bb81ac
add dual_gap_ and eps_ to Enet and Lasso docstring
2012-10-08 17:04:59 +02:00
db37872f5e
DOC: Enet alpha=0 => advice to use LinearRegression
2012-09-29 18:50:34 +02:00
e0d45a99f8
BUG: remove leftout debug prints
...
Bad bad bad @GaelVaroquaux
2012-09-28 09:41:31 +02:00
7842748cf7
BUG: copy and keep ordering
...
This is due to a change in behavior in numpy that now does
not keep the ordering by default when copying.
Fixes #1186
2012-09-28 09:32:03 +02:00
8d318b2f31
DOC typo in ElasticNet docstring
2012-09-17 21:03:45 +01:00
0696777560
DOC : avoid mentioning ElasticNet in Lasso.fit docstring
2012-09-17 21:35:46 +02:00
9987b61cf8
DOC : fix rho=1 is L1 penalty #1139
2012-09-12 17:32:54 +02:00
713ba6006e
COSMIT pep8
2012-09-04 17:24:01 +01:00
7a04ca0b81
BUG: sparse matrices in ElasticNetCV
2012-09-02 23:16:54 +02:00
28cecfeb6d
addressing for round of reviews
2012-09-02 23:16:54 +02:00
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
8bf1acbf41
ENH : update warn for multitarget
2012-09-02 23:16:53 +02:00
36cdf1c408
ENH : add support for sparse data in ElasticNetCV/LassoCV (not optimal)
2012-09-02 23:16:52 +02:00
3109c99ca2
ENH : avoid a copy in MultiTaskElasticNet
2012-09-02 23:16:52 +02:00
73cb0a359c
DOC : getting over docstrings
2012-09-02 23:16:52 +02:00
ab7c8cc727
FIX : fix tests
2012-09-02 23:16:52 +02:00
dffd56e4e0
ENH : use multitarget in dict learning
2012-09-02 23:16:52 +02:00
48687a77a4
ENH : add support for multitarget in sparse enet + simplify input checking
2012-09-02 23:16:52 +02:00
2c9ede570d
ENH: multidimensional y in ElasticNet (WIP)
2012-09-02 23:16:51 +02:00
7ae3356cfd
DOC fix minor sphinx errors and stuff
2012-09-01 00:19:53 +02:00
cd3745a9eb
FIX : catching pb with sparse input in MultiTaskElasticNet
2012-08-10 11:23:00 +01:00
a12bd7bc7c
ENH: understandable error message for X sparse
2012-08-10 11:23:00 +01:00
dab7dcfb88
DOC: explicit MultiTaskLasso.coef_ dimensions
2012-08-07 15:51:14 +02:00
0d50313c6e
BUG: keep same shape for y in MultiTaskLasso
2012-08-07 15:51:14 +02:00
8999e4fbb7
FIX : support 1d y in MultiTaskFoobar
2012-08-07 15:51:12 +02:00
21706e36b9
ENH + DOC : add MultiTaskElasticNet + doc + 1 example
2012-08-07 15:51:12 +02:00
371f49a7aa
FIX : fix docstring in MultiTaskLasso
2012-08-07 15:51:12 +02:00
dcbf5a61d2
ENH : MultiTaskLasso works (still draft)
2012-08-07 15:51:12 +02:00
bf990e2890
COSMIT some RST fixes for the docs
2012-07-21 12:40:49 +01:00
94708a33b9
FIX minor rebasing and other problems
2012-06-26 19:00:51 +02:00
bab0539d37
ENH make LinearModel and LinearModelCV abstract base classes
2012-06-26 14:16:04 +02:00
fb714df433
Fix #904 .
2012-06-13 13:26:02 +09:00
88929a6ca0
avoid copy if X has proper type, modify docstring
2012-06-09 13:34:41 +02:00
fae2f13849
move sparse_center_data to linear_model.base
2012-06-09 11:23:43 +02:00
bfc167181b
change input to inplace_csc_column_scale
2012-06-08 17:18:08 +02:00
4587d607ee
make sure X is of dtype float64 in _sparse_fit
2012-06-08 15:06:16 +02:00
2e4d442445
update sparse_std call
2012-06-08 14:13:04 +02:00
91a5b42f57
merge cd_fast and cd_fast_sparse
2012-06-07 16:21:20 +02:00
cce7889712
docstrings updated
2012-06-07 15:10:35 +02:00
a7f7859e46
add property for sparse_coef_
2012-06-07 11:57:22 +02:00
8f397b6d81
remove sparse_coef_
2012-06-06 20:28:46 +02:00
f09c98aef5
-remove sparse option
...
- decision function does not change state anymore
2012-06-06 20:12:45 +02:00
84ff4ddeb4
support of sparse input data added
2012-06-06 17:36:25 +02:00
7078bce13c
add dense attribute and dummy for sparse fit
2012-06-05 22:36:46 +02:00
4f8bb77ed5
Made code pep8 friendly.
2012-06-02 00:28:20 +02:00
Andreas Mueller