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
1813322d0a
DOC Documenting GP kernel API
2015-10-19 18:07:14 +02:00
5c2725b4e0
DOC Cleaning up documenation of legacy GPs
2015-10-19 18:07:13 +02:00
0de854a8b0
DOC Updated documentation of Gaussian process classifier
2015-10-19 18:07:12 +02:00
955aa60571
DOC Adding documentation on Matern kernel
2015-10-19 18:07:12 +02:00
d26c355374
DOC Adding documentation for GP kernels
2015-10-19 18:07:11 +02:00
a60152655b
Added laplacian kernel
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A variant of the rbf kernel that uses the L1 norm.
Updated docs and kernel references.
2015-10-14 13:56:57 -04:00
2ee718cc75
Add narrative docs and fix examples
2015-10-05 11:25:06 -04:00
679936f6bc
MAINT Deprecate LDA/QDA in favor of expanded names
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The LDA accronym for Linear Discriminant Analysis is ambiguous
because of the newly introduced Latent Dirichlet Allocation model.
We therefore deprecate the sklearn.lda.LDA and sklearn.lda.QDA
in favor of explicit names.
2015-09-11 15:32:11 +02:00
cf7bc7b035
ENH: rename to LabelKFold
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COSMIT: doc, pep8, etc
Refactor code
2015-09-07 09:56:19 +02:00
6eb4028519
Added subject independent KFold
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Changed SubjectIndependentKFold to DisjointGroupKFold
cosmetic changes test (fix seed correctly, use assert_equal for
meaningful error messages)
Changed name to DisjointLabelKFold
Added example of use
FIX: whitespace related doctest failure
FIX: Python 2.6 requires the field numbers in print
FIX: change docstring to comment in test function
DOC: moved docstring from function to class
FIX: added call to parent class
FIX: error in calling the parent
DOC: fixed doctest
FIX: doctest
Cosmetic changes (minor refactoring)
Optimised code (use np.bincount)
Cosmetic: use samples instead of weight for clarity
Minor fix: removed shuffle parameter
Cosmetic
Use mergesort instead of quicksort for reproducibility.
Changed variable name 'y' to 'label'.
Added test for degenerate case where n_folds > n_labels.
Documented the requirement n_labels > n_folds.
DOC: improved description + added see also sections.
Fixed dtype of temporary arrays.
Improved test: check that one label is not in both test and training.
Added documentation for DisjoinLabelKFold.
2015-09-07 09:53:58 +02:00
337a6ba1b3
DOC: add cross_validation.LabelShuffleSplit to classes.rst
2015-08-30 12:05:15 +02:00
a6c6e732c5
Merge pull request #3659 from chyikwei/onlineldavb
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ENH Latent Dirichlet Allocation (LDA) with online variational Bayes
2015-08-09 19:13:01 +02:00
9d14f7352e
ENH: Renames CallableTransformer -> FunctionTransformer.
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Makes `pass_y` an argument to FunctionTransformer to indicate that the
labels should be passed to the wrapped function.
2015-08-03 11:45:16 -04:00
cb0916c440
ENH: Adds CallableTransformer
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CallableTransformer allows a user to convert a standard python callable
into a transformer for use in a Pipeline.
2015-08-03 11:45:16 -04:00
81de81a01a
ENH implement LYRL2004 train/test split of rcv1
2015-07-16 19:21:24 +02:00
0e5db844c6
Add missing scalers to classes.rst
2015-07-02 11:33:47 +02:00
99d08b571e
DOC organise documentation hierarchy / table of contents
2015-06-12 08:09:41 +10:00
2c79a987c2
Merge pull request #4431 from vortex-ape/deprecate_func
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[MRG + 2] Deprecates load_lfw_pairs and load_lfw_people
2015-06-01 11:46:25 -04:00
549ecaefe2
DOC various fixes in whats_new.rst
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- add missing class link for VotingClassifier
- document the new RobustScaler
- fix some author links
- fix some 80 columns violations
2015-05-27 14:37:42 +02:00
6826e133bf
add LDA to classes.rst
2015-05-25 23:52:26 -04:00
669a4ea853
ENH add high-level estimator-validation function
2015-04-28 16:46:13 -04:00
c5358caab2
ENH add ranking_loss multilabel ranking metric
2015-04-24 10:23:43 +02:00
ce5fada305
Deprecated load_lfw_pairs and load_lfw_people
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Added deprecated decorator
Added import statement
Added tests
Added newline
Ignored deprecation warnings
Renamed tests for fetch_lfw_
Added imports for load_lfw_
2015-04-10 15:15:40 +05:30
59efcb554f
DOC/MAINT remove deleted cluster.Ward from references.
2015-03-25 20:20:53 -04:00
c340f1f0b0
DOC Narrative doc for the calibration module
2015-02-20 19:37:11 +01:00
0c5b0f7f77
add PredefinedSplit to classes.rst and whats_new.rst
2015-01-21 17:05:24 -05:00
bdacaba7c2
Kernelized ridge regression -> Kernel ridge regression
2015-01-21 11:50:54 +09:00
9046a38616
DOC Added kernel_ridge to classes.rst
2015-01-18 10:47:09 +01:00
a8fc5228c1
ENH more LSH scalability example and doc improvements
2014-12-18 19:47:04 +01:00
780fb237d2
DOC: make LinearSVR appear in the doc reference
2014-12-15 18:12:20 +01:00
6dab7c5c8a
Merge pull request #3802 from MechCoder/birch
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[MRG+1] Clustering algorithm - BIRCH
2014-12-11 23:10:43 +01:00
081a554698
FIX P/R/F metrics and scorers are now for binary problems only by default
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Scorers for different average parameters have been added.
2014-12-09 13:56:51 +11:00
f4afc7ecf0
ENH: Add narrative documentation
2014-12-05 14:07:16 +01:00
969e677353
DOC fix kernels documentation inconsistencies
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Fixes gh-3916, gh-2901.
2014-12-01 11:51:36 +01:00
4ee736025f
DOC add missing load_svmlight_files to api references
2014-11-28 12:08:29 +01:00
81ac899714
ENH add coverage multilabel ranking metric
2014-11-27 12:42:47 +01:00
f0fe4afd1e
Merge pull request #2949 from FlorianWilhelm/theilsen
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[MRG+1] TheilSen robust linear regression
2014-11-20 15:34:01 +01:00
2f275de41d
ENH Add cross_val_predict function
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This function returns the cross-validated prediction for each element in
the input data (i.e., the prediction that is made when that object is in
the test set).
2014-11-03 11:51:10 +11:00
afae1c7bbd
DOC add missing public function into the references
2014-10-24 14:42:09 +02:00
9ebed286ea
Merge branch 'master' into theilsen
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Conflicts:
sklearn/metrics/scorer.py
2014-10-13 10:28:44 +02:00
076bad6a7c
ENH: Removed median_absolute_error due to PR #3761
2014-10-12 15:19:33 +02:00
577651753e
ENH: Added median_absolute_error to metrics
2014-10-10 20:25:22 +02:00
ef43e7d2fb
DOC: Narrative doc for median_absolute_error
2014-10-09 14:35:05 +02:00
cf3b476aa4
FIX: TheilSen -> TheilSenRegressor in docs
2014-10-02 09:25:48 +02:00
b0ab714699
Merge branch 'master' into theilsen
2014-09-24 19:30:39 +02:00
b2d6a30aeb
IncrementalPCA implementation
2014-09-22 13:12:29 -04:00
8dbec4f76c
Merge branch 'master' into theilsen
2014-09-06 10:14:12 +02:00
2ea804e61f
Update whats new!
2014-07-22 18:29:51 +02:00
2fcba229c4
Merge remote-tracking branch 'upstream/master' into theilsen
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Conflicts:
sklearn/metrics/__init__.py
sklearn/metrics/metrics.py
2014-07-20 15:03:20 +02:00
Raghav R V