744d161d37
Merge pull request #5431 from hlin117/nan-targets
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[MRG + 2] Add check to regression models to raise error when targets are NaN
2015-10-22 09:36:12 +02:00
5db2adf93c
MAINT Removed deprecated stuff.
2015-10-21 10:24:23 +02:00
6df1fe27c1
#5322 : Added check for MultiTaskElasticNet and MultiTaskLasso
2015-10-20 10:36:47 -05:00
e3afc0e8c9
MAINT move custom error/warning classes into sklearn.exceptions
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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
330189376b
Merge pull request #5413 from amueller/cleanup_tests
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Cleanup tests
2015-10-16 09:10:49 +02:00
b1619d0532
DOC : update docstring of l1_ratio for E-Net CV classes
2015-10-15 22:32:51 +02:00
c66689c4f4
FIX Don't compare arrays to strings!!!!
2015-10-15 16:07:17 -04:00
da9a7cd95f
Merge pull request #5362 from MechCoder/lasso_fix
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[MRG] Lasso and ElasticNet should handle non-integer dtypes for fit_intercept=False
2015-10-12 13:31:33 +02:00
1d5b473705
Lasso and ElasticNet should handle non-float dtypes for fit_intercept=False
2015-10-07 16:49:28 -04:00
808fa6450e
FIX consistency of memory layout for linear CD solver
2015-10-04 18:32:05 +02:00
882c346abd
DOC Make cv documentation consistent across our codebase
2015-09-10 09:15:13 +05:30
434ee958aa
test for accepted sparse matrices
2015-08-26 22:00:55 -04:00
2ed0c22c17
Added check_input in Lasso for DictLearning performance
2015-08-20 11:36:24 +02:00
cd9eb96942
FIX import column_or_1d from utils.validation directly
2015-08-02 22:44:26 +05:30
77ecf16af4
Merge pull request #4775 from arthurmensch/cd_fast_readonly_array_brainfix
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[MRG+1] Read-only data compatibility for Lasso
2015-07-31 10:43:00 -04:00
2afbc0f7e2
FIX make sure y is 1d in svm regressor, add common test for regressor shapes.
2015-07-31 10:34:39 -04:00
fead69a4ac
Bugfix : type in cd changed for read only memmap compatibility
2015-07-31 12:12:40 +02:00
62325cbb58
MAINT merge _check_cv into check_cv as indices argument is removed in 0.17
2015-06-08 16:37:03 +05:30
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
188fb11968
COSMIT use consistent shape description in docstring.
2015-04-01 10:24:58 -04:00
d89c215013
Add tags to classifiers and regressors to identify them as such.
2015-03-31 19:59:49 -04:00
a13a5859e8
DOC remove sphinx warnings when generating the doc
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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
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.
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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
cd931fa6ba
Merge pull request #4136 from amueller/test_dtypes_all
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[MRG+1] More robust input validation, more testing.
2015-02-13 17:13:59 -05:00
3ac2da61bd
FIX Use resolution instead of min from np.finfo(float)
2015-02-12 02:10:05 +05:30
5fb923aacc
FIX Return np.zeros(n_alphas) when the targets are uniform
2015-02-11 22:58:15 +05:30
e3e0827243
FIX check (and enforce) that estimators can accept different dtypes.
2015-02-10 15:37:15 -05:00
b3fbccca38
FIX various mismatch between docstring and signature params
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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
abd31d2cad
MAINT Make uniform the error raised for not fitted condition
2015-01-12 00:33:40 +05:30
f79ac7c187
MAINT: Remove deprecation warnings in enet_path and lasso_path
2014-12-27 00:47:32 +01:00
26901932d7
FIX: Bug in sparse coordinate solver in lazy centering
2014-12-26 22:53:52 +01:00
7c50e6c8eb
various docstring fixes for web docs
2014-11-30 17:59:42 -08:00
5e1faefe10
Expose positive option in elasticnet and lasso path
2014-10-16 15:03:20 +02:00
7cb3ba1802
TST: Added tests to test Deprecation warning
2014-10-04 11:13:29 +02:00
e915fcc3ab
Changed default argument of precompute in ElasticNet and Lasso
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Setting precompute to "auto" was found to be slower when n_samples > n_features
since the computation of the Gram matrix is computationally expensive and
outweighs the benefit of fitting the Gram for just one alpha.
2014-10-03 18:25:12 +02:00
5d3b42f3c0
DOC Fix n_jobs documentation
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You can take advantage of multiple CPUS for the different folds, not
just different values of l1_ratio
2014-09-24 11:29:28 +02:00
ca3ad7b756
FIX: Memory crashes for _alpha_grid in ENetCV
2014-08-18 16:33:55 +02:00
e1891d801b
Merge pull request #3489 from jnothman/attributes-doc
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[MRG] DOC fix formatting of Attributes sections in documentation
2014-08-02 20:14:53 +10:00
cf4cf60b7e
ENH Stochastic Coordinate Descent for ElasticNet & Lasso
2014-07-29 10:23:33 +02:00
b3bdb08964
DOC fix formatting of attributes etc. in docstrings
2014-07-28 19:04:59 +10:00
d72ca5974f
Added n_iter attribute to OMP (and CV)
2014-07-22 15:09:39 +02:00
c838c382b9
FIX: Preserve public API by introducing return_n_iter param
2014-07-22 15:09:39 +02:00
bbb140aaf0
ENH: Added n_iter_ parameters across all iterative solvers
2014-07-22 15:09:39 +02:00
6e2a83b4e1
remove check_arrays stuff and old input validation
2014-07-20 13:31:45 +02:00
272e9cea93
Added return_n_iter parameter for enet (and lasso) path
2014-07-15 12:17:36 +02:00
e65150a24a
TST: Added test to check that higher alpha converges faster
2014-07-15 12:17:36 +02:00
947da72a0a
TST: Added test to check that warm model converges faster than a cold one
2014-07-15 12:17:36 +02:00
d7f4142728
ENH: Return attribute n_iter_ for linear models dependent on the enet solver
2014-07-15 12:17:35 +02:00
1081160f5c
Merge pull request #3102 from MechCoder/gil-enet
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[MRG+1] Releasing the GIL in the inner loop of coordinate descent
2014-06-16 00:47:38 +02:00
Gael Varoquaux