dbe4971c14
Updates whats new and fixes the documentation
2015-03-03 03:15:51 +03:00
be69297bc8
don't use unicode in latex. That just complicates things too much. Also, who the hell uses unicode whitespace?
2015-03-02 13:25:38 -05:00
9bc4de8dae
some fixes for sphinx and in examples
2015-03-02 12:50:53 -05:00
6b0f75ccc5
COSMIT : pep8 + 2 spaces
2015-02-20 19:37:11 +01:00
c340f1f0b0
DOC Narrative doc for the calibration module
2015-02-20 19:37:11 +01:00
774eec5468
Merge pull request #3891 from ragv/decision_function_ovo_1523
...
[MRG+2.5] Add decision_function for OneVsOneClassifier.
2015-02-14 17:56:26 -05:00
0c330827c5
DOC minor improvement in Ensemble user guide
2015-02-12 08:32:52 -05:00
dbc5d707c6
Change loss names for LinearSVC and LinearSVR()
...
the names are now consistent across methods
In LinearSVC:
'l1' -> 'hinge'
'l2' -> 'squared_hinge'
In LinearSVR:
'l1' -> 'epsilon_insensitive'
'l2' -> 'squared_epsilon_insensitive'
2015-02-09 11:09:16 +01:00
e20d1a4391
ENH decision_function now returns #votes and scaled scores.
...
ENH use the decision_function to compute the prediction
TST Added test to assertain correlation of decision function and prediction
Add test to check if ties are broken using decision function
Add decision_function tests to check for votes/scores
ovo_ties test will use decision function to calculate votes and score.
DOC Add entry to OvO's doc regarding how ties are broken
DOC Clean up the predict / decision_function methods' docstring.
PEP8 Minor PEP8 clean up.
2015-02-09 14:39:11 +05:30
eaf1e8c256
Explain why we multiply mean by two
2015-02-07 08:20:16 +01:00
bfef274d2e
5 of 6 are zeros, not ones.
2015-01-30 13:05:40 +01:00
f81a88c674
fix rst table layout
2015-01-25 19:42:39 -08:00
0c5b0f7f77
add PredefinedSplit to classes.rst and whats_new.rst
2015-01-21 17:05:24 -05:00
a6723edca5
ENH: cross-validate over predefined splits
2015-01-21 13:04:50 +01:00
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
4d68c53beb
DOC Polishing doc of kernel_ridge
2015-01-18 11:01:43 +09:00
60e3d0464d
DOC Revised documentation of kernel ridge regression
2015-01-18 11:01:43 +09:00
4b8a1a782c
DOC Resolved minor issues in documentation of kernel_ridge
2015-01-18 11:01:42 +09:00
c38e14a3ab
DOC Added narrative doc for kernelized ridge regreesion
2015-01-18 11:01:42 +09:00
c970fb51e7
COSMIT spelling
2015-01-15 15:09:35 -05:00
6e0b3820c2
TYPO in model evaluation docs
2015-01-15 12:11:58 -05:00
6e70a967fe
DOC Birch: spaces
2015-01-08 11:20:37 +01:00
17dc6ab4b6
Merge pull request #4012 from pricingassistant/doc-typo-fix
...
Small doc typo fix in Model evaluation
2014-12-27 10:05:28 +01:00
8b4ddc0a86
Another doc typo fix
2014-12-27 00:37:23 -05:00
d6a12c4479
Fix a typo on svm.rst
2014-12-24 13:58:37 -02:00
1aa5a9fbc2
Merge pull request #3523 from cle1109/slda
...
[MRG+1] LDA refactoring
2014-12-19 13:04:16 -05:00
a8fc5228c1
ENH more LSH scalability example and doc improvements
2014-12-18 19:47:04 +01:00
e5cd707b2d
DOC Modified documentation of approximate neighbors.
2014-12-18 19:47:03 +01:00
f246fb6eb3
Added scalability plots into documentation.
2014-12-18 19:45:07 +01:00
ed4feb7873
DOC Added new section-Mathematical description of LSH.
2014-12-18 19:45:07 +01:00
8981251544
DOC Included information about distance measure and LSH method in the documentation.
2014-12-18 19:45:07 +01:00
c7827bcd28
FIX Updated plots in example.
2014-12-18 19:45:07 +01:00
56e47dabbf
Re-written Approximate nearest neighbors documentation.
2014-12-18 19:45:07 +01:00
f245815214
Updated Approximate nearest neighbors in neighbors.rst
2014-12-18 19:45:06 +01:00
b862d3e51d
FIX Updated examples
2014-12-18 19:42:42 +01:00
ea3b8fad3f
DOC editing for LSH forest narrative documentation
2014-12-18 19:42:42 +01:00
d20e54e161
DOC Updated the document of neighbors module.
2014-12-18 19:42:42 +01:00
73283e98d1
MAINT remove probability kwarg from SVR and NuSVR
...
These don't have predict_proba, so setting it to true makes no sense.
2014-12-17 10:07:48 +01:00
4937c5c194
MAINT: fix silhouette typo
2014-12-17 09:18:19 +01:00
b23a55bd5a
Updated documentation on shrinkage.
2014-12-16 11:50:02 +01:00
081418f573
Added documentation for the three solvers.
2014-12-16 11:50:02 +01:00
a88ad9e0b7
Added sentence on lsqr vs. eigen solvers.
2014-12-16 11:50:02 +01:00
aede3d64f1
Rename parameter value 'ledoit_wolf' to 'auto'.
2014-12-16 11:50:01 +01:00
a5ae150846
rename alpha to shrinkage + docstring cosmits
2014-12-16 11:35:58 +01:00
21fbb53cb3
Updated parameter name in help text
2014-12-16 11:35:56 +01:00
8e0dc6b7b0
Refactored LDA module (first working version).
2014-12-16 11:35:54 +01:00
780fb237d2
DOC: make LinearSVR appear in the doc reference
2014-12-15 18:12:20 +01:00
b8b68e3284
COSMIT: Make how to use partial_fit render properly
2014-12-12 13:58:52 +01:00
6dab7c5c8a
Merge pull request #3802 from MechCoder/birch
...
[MRG+1] Clustering algorithm - BIRCH
2014-12-11 23:10:43 +01:00
Barmaley.exe