48cbbab89b
CLN: Fix typo in comment
2014-12-13 09:14:47 -05:00
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
54e7f886ce
Rename global_clusters to n_clusters again
2014-12-05 14:07:17 +01:00
767bf266d5
API: Rename n_clusters to global_clusters
2014-12-05 14:07:16 +01:00
b01e21e1b2
Made the following changes.
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1. Update doc and whatsnew.rst
2. Fix coloring
2014-12-05 14:07:16 +01:00
129f371f85
DOC: Modification to the documentation of threshold
2014-12-05 14:07:16 +01:00
000c9b199b
Made the following changes
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1. Remove call to KNeighborsClassifier
2. Set default branching_factor to 50
2014-12-05 14:07:16 +01:00
abc78088b9
Made the following changes
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1. Fix condition for checking threshold.
2. Fix the global clustering by remapping the samples to the
subcluster_centers.
3. Add tests for threshold.
4. Minor doc and cosmits.
2014-12-05 14:07:16 +01:00
a4e7ff3da1
DOC: Update documentation of _CFNode
2014-12-05 14:07:16 +01:00
64a4a1181f
Made the following changes
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1. Inherit from BaseEstimator to enable pretty printing
2. Add transform function
2014-12-05 14:07:16 +01:00
08d3dfef4a
STY: Cosmits in documentation
2014-12-05 14:07:16 +01:00
f4afc7ecf0
ENH: Add narrative documentation
2014-12-05 14:07:16 +01:00
46f29519ff
ENH: Sparse matrix support
2014-12-05 14:07:16 +01:00
dcfdf6c7ce
ENH: Added example to compare birch and minibatchkmeans
2014-12-05 14:07:16 +01:00
d5a654d5e8
ENH: Made the following changes
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1. Added partial_fit and predict methods
2. Inherit from ClusterMixin from fit_predict methods
3. Removed inplace modification of X and self.copy
4. Added final global clustering and n_clusters param.
2014-12-05 14:07:16 +01:00
0ed517fa90
Made the following changes
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1. Improved documentation.
2. Added sanity test.
3. Moved example to a separate folder
4. Optimised compuation of centroids.
5. Added underscore to public attributes.
2014-12-05 14:07:16 +01:00
6a98856956
DOC typo
2014-12-03 20:43:47 +01:00
21d3bc2bc5
Merge branch 'pr/3914'
2014-12-02 09:03:52 -05:00
65d2e0d202
DOC add missing import to plot_underfitting_overfitting.py, fix plot height.
2014-12-02 09:03:22 -05:00
935fa24106
add crossvalidation
2014-12-02 13:08:25 +00:00
93bab70f79
ENH do not use plt.cm.jet in JL bound example
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Also move the call to plt.show() to the end of the script
to avoid blocking the execution.
2014-12-01 09:57:15 +01:00
60e357765d
DOC "RF" -> "Random forest" in text classif example
2014-11-30 14:44:35 +01:00
84d53c67dd
FIX handle selection in feature names for example
2014-11-30 18:32:15 +11:00
8537b212f9
Fix example in plot_pca_3d.py (color array had wrong size)
2014-11-29 15:11:36 +00:00
00f1bb7070
Update plot_outlier_detection.py
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I think this word should be inliers.
2014-11-26 11:15:56 -05:00
8a8ead3009
Minor typo in plot_dict_face_patches.py
2014-11-21 15:15:37 +01:00
67fed69d11
Add random forests to document classification example.
2014-11-21 22:38:31 +09:00
2504cd631d
Merge pull request #3868 from MechCoder/typo_example_faces
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[MRG] DOC: Typo in dict_faces.py
2014-11-20 17:12:00 +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
a049adac9c
DOC: Typo in dict_faces.py
2014-11-20 14:00:55 +01:00
076c822da2
COSMIT: minor cleanup
2014-11-20 07:26:12 +01:00
c1a429e46d
Remove unused distance calculation from clustering example.
2014-11-13 15:31:09 -05:00
cf96bba944
FeatureUnion example using a heterogeneous datasource.
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Uses the 20newsgroups dataset. Extracts & processes the subject-line and body
with separate pipelines and combines them with a FeatureUnion.
2014-11-09 14:08:06 +11:00
2ca16baa60
Fix using ground truth in silhouette score in document clustering. Closes #3806 .
2014-11-05 14:45:00 -05:00
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
2137d82df3
ENH: Added random_state in plot_theilsen.py
2014-10-17 14:54:49 +02:00
4fcd6b88f5
COSMIT: pep8 and renaming
2014-10-16 16:16:39 +02:00
a5d2fd915a
Merge branch 'master' into theilsen
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Conflicts:
doc/modules/model_evaluation.rst
2014-10-09 17:43:21 +02:00
08d98f7faa
Merge pull request #3480 from dsullivan7/sgd
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[WIP] Implementing Averaged SGD
2014-10-09 17:29:05 +02:00
a0f0d461bc
fixing merge conflicts
2014-10-09 16:23:45 +02:00
85f70f8146
Update feature_stacker.py
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removed call to "fit" on SVC as pointed out by Roberto
2014-10-08 21:17:49 +02:00
09896dc2dd
plot_adaboost_twoclass.py: minor improvements
2014-10-02 22:41:51 -07:00
cf3b476aa4
FIX: TheilSen -> TheilSenRegressor in docs
2014-10-02 09:25:48 +02:00
5fe405bd65
cleaning up floating point and unneeded todos, also removing constant learning rate for asgd
2014-09-29 12:58:30 +02:00
ef17f8067b
ENH: Improvements in the Theil-Sen regressor
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- Renamed TheilSen to TheilSenRegressor
- Renamed n_iter parameter to max_iter
- Better warning message when maximum iteration number reached
- Added docstring for fit
- Removed backend and max_nbytes parameters in Parallel
- Removed n_dim return value from _check_subparams
- Some PEP8 corrections
- Added an attribute n_iter_ to show number of iterations
- Removed unnecessary array to list conversion ix = list(ix)
- Remove random_state_ as attribute
2014-09-24 22:58:29 +02:00
a8000405de
COSMIT: Small changes regarding Theil-Sen
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- Typo fixed in linear_model documenation
- Usage of matplotlib.pyplot instead of matplotlib.pylab
- Removed trailing backslash in import statements
- Renamed _modweiszfeld_step to _modified_weiszfeld_step
- Renamed variable fst to first_elem in _lstq
- Made get_n_jobs private in utils/__init__.py
2014-09-24 19:58:21 +02:00
b0ab714699
Merge branch 'master' into theilsen
2014-09-24 19:30:39 +02:00
5f8271f60c
Updated what's new to add IncrementalPCA
2014-09-23 10:14:45 -04:00
b2d6a30aeb
IncrementalPCA implementation
2014-09-22 13:12:29 -04:00
Brian Wignall