337a6ba1b3
DOC: add cross_validation.LabelShuffleSplit to classes.rst
2015-08-30 12:05:15 +02:00
21a966ae8a
ENH: added LabelShuffleSplit cv iterator
2015-08-30 12:00:18 +02:00
4170473800
Merge pull request #5131 from michigraber/nonnegative-lars
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Nonnegative lars
2015-08-28 21:43:09 +02:00
6248745c32
fix #5139
2015-08-26 15:43:52 -04:00
535536e537
merge with upstream/master
2015-08-25 14:07:56 +09:00
6b22d97011
positive option for Lars propagated to doc.
2015-08-18 15:24:16 +09:00
edf077ccd6
Merge pull request #5050 from AnishShah/issue5043
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DOC Fix documentation of callable kernel
2015-08-14 18:43:24 +02:00
a7081d797f
[issue #5043 ] fix documentation of callable kernel
2015-08-14 15:40:03 +05:30
11cd969755
fixing a typo in feature extraction documentation
2015-08-13 09:13:13 -05:00
103f504734
DOC revert the documentation changes
2015-08-11 22:27:15 +05:30
664d78eb7c
MAINT Remove support for the deprecated sequence of sequences
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MAINT Remove sequence of sequence support from datasets
MAINT Remove return_indicator param
MAINT Remove multilabel-seq test in OVR
MAINT Remove multilable-seq test in check_cv
MAINT Remove multilabel seq test in label_binarizer
TST type_of_target returns "unknown" for multilabel-sequence types
TST _check_targets should raise a ValueError
DOC show multilabel indicator as an example; remove return_indicator param
DOC use consistent lower case y for target
2015-08-11 22:26:44 +05:30
1a45b79bb5
typos
2015-08-09 21:22:00 +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
b09afb08be
DOC/MAINT final touches to FunctionTransformer
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* copyedit doc
* give the module an underscore (we should do this to all private modules...)
* use public import path in test
* change all logs to log1p to prevent warning in test and because it's
genuinely useful for frequency data
* what's new
2015-08-03 22:12:19 +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
ef3a40457f
Merge pull request #5052 from larsmans/kappa
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[MRG + 1] add Cohen's kappa score to metrics
2015-07-31 12:16:22 -04:00
9207639e57
DOC fixed short underline
2015-07-30 18:37:32 -04:00
8b7fa9eb34
Small edits to LDA/QDA documentation
2015-07-30 18:37:32 -04:00
df14ef9a91
Rewrite of the documentation for LDA/QDA
2015-07-30 18:37:32 -04:00
b802ca2f1b
ENH: add Cohen's kappa score to metrics
2015-07-30 17:27:48 +02:00
0bcbf922e5
Merge pull request #4965 from mrphilroth/4922
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[MRG+1] New k-means example
2015-07-29 11:20:27 -04:00
253ae0edae
Adding a reference to the example in the narrative documentation
2015-07-24 18:27:39 -04:00
0d4770f812
Adding kmeans example to the narrative documentation
2015-07-24 10:40:21 -04:00
f73fe1010b
DOC: Remove extra "not". [ci skip]
2015-07-23 16:23:10 -04:00
9f465313a8
Filled in missing negation
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Since `make_union` is a convenience factory method that returns a `FeatureUnion` class with names automatically filled in and obviously does *not* require manual naming of the components.
2015-07-23 14:48:39 +10:00
9593631eea
Merge pull request #4933 from banilo/regr_score_docs
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[MRG+1] extend R^2 description
2015-07-20 23:30:02 +02:00
81de81a01a
ENH implement LYRL2004 train/test split of rcv1
2015-07-16 19:21:24 +02:00
171f933de9
Merge pull request #4971 from dotsdl/issue-4724
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[MRG+2] Added list of multi-label supporting classifiers.
2015-07-12 16:12:51 -05:00
86388623be
Merge pull request #4915 from untom/minmax_scale
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[MRG+1] ENH add minmax_scale
2015-07-12 15:37:13 -05:00
ef5312c60c
Added list of multi-label supporting classifiers.
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Closes #4724 . The multi-class page now includes a list of estimators
that support multi-labels. Also adjusted the reference to LDA to include
QDA as a multiclass-supporting classifier.
2015-07-12 15:09:45 -05:00
3a82309d98
extend R^2 description
2015-07-12 01:25:52 +02:00
1cd4e7fcd8
[docs] [trivial] Fix small error in cross-validation docs.
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In the cross-validation docs in the user guide, the StratifiedKFold example mentions 2-fold CV but actually uses 3. This fixes the text.
2015-07-07 12:46:41 +02:00
e7e22d1e55
DOC Improve wording in minmax_scale documentation
2015-07-05 18:51:55 +02:00
0e5db844c6
Add missing scalers to classes.rst
2015-07-02 11:33:47 +02:00
26fbfe6f2e
ENH add minmax_scale
2015-07-01 23:27:35 +02:00
fdfb80886f
improve LDA doc
2015-06-24 18:33:04 -04:00
2f1a26e368
merge NMF and LDA example
2015-06-24 00:03:48 -04:00
99d08b571e
DOC organise documentation hierarchy / table of contents
2015-06-12 08:09:41 +10:00
dc8578ae41
Merge pull request #4828 from untom/maxabs_scaler
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[MRG] add MaxAbsScaler
2015-06-12 05:17:07 +10:00
59aeb5407b
Fix typo in model evaluation documentation
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added a missing parenthesis
2015-06-11 20:04:05 +02:00
ab734b7a39
ENH add MaxAbsScaler
2015-06-11 16:08:17 +02:00
0233cce559
add connection to kernel method
2015-06-08 15:40:07 -04:00
1676a31e4f
add polynomial features to user guide
2015-06-08 13:33:25 -04:00
019fc9b8e7
ENH labels parameter in P/R/F may extend or reduce label set
2015-06-09 01:02:57 +10:00
1274e48216
TST fix failing doctest
2015-06-08 12:58:18 +02:00
567a956338
Merge branch 'pr/4714' + pep8 fixes
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Conflicts:
doc/modules/model_persistence.rst
doc/modules/pipeline.rst
doc/modules/svm.rst
doc/tutorial/basic/tutorial.rst
doc/tutorial/statistical_inference/supervised_learning.rst
sklearn/svm/classes.py
2015-06-08 11:31:51 +02:00
41788c353b
Changed SVM to use gamma='auto' by default. Deprecated gamma=0.0.
2015-06-05 22:47:43 +01:00
6d4bcda876
ENH refactor OVO decision function, use it in SVC for sklearn-like decision_function shape
2015-06-05 13:14:45 -04:00
0650d5502e
DOC adding backlinks to docstrings
2015-06-03 00:24:04 -04:00
Gilles Louppe