1aa5a9fbc2
Merge pull request #3523 from cle1109/slda
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[MRG+1] LDA refactoring
2014-12-19 13:04:16 -05:00
0ebfff2b5c
ENH Changed description of hyper-parameters example.
2014-12-18 19:50:02 +01:00
a8fc5228c1
ENH more LSH scalability example and doc improvements
2014-12-18 19:47:04 +01:00
c4de952275
ENH Modified hyperparameters example to calculate stadard deviations of accuracies.
2014-12-18 19:47:04 +01:00
e14a317da4
ENH Added error bars to scalability example plots.
2014-12-18 19:47:03 +01:00
53e04ed9cb
FIX Fixed benchmark.
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ENH Added error bars to scalability example plots.
2014-12-18 19:47:03 +01:00
bd0c8d357b
ENH improve LSHF scalability example
2014-12-18 19:47:03 +01:00
6cb40afb85
Modified plots in hyper-parameters and scalability plots.
2014-12-18 19:45:07 +01:00
f246fb6eb3
Added scalability plots into documentation.
2014-12-18 19:45:07 +01:00
b018524136
Created benchmark for approximate nearest neighbors.
2014-12-18 19:45:07 +01:00
89b5cae207
FIX Fixed accuracy error in scalability example.
2014-12-18 19:45:07 +01:00
f3f9b9ba3c
Example splitted into hyperparameters and scalability.
2014-12-18 19:45:07 +01:00
009ce303d5
Updated example to avoid redundants.
2014-12-18 19:45:07 +01:00
c7827bcd28
FIX Updated plots in example.
2014-12-18 19:45:07 +01:00
b862d3e51d
FIX Updated examples
2014-12-18 19:42:42 +01:00
59b5e39954
COSMIT pep8 LSH code
2014-12-18 19:42:42 +01:00
c096d64f70
DOC Updated the example.
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Updated the compute distance function to use row_norms.
2014-12-18 19:42:42 +01:00
8098264999
DOC Added example for LSHForest.
2014-12-18 19:42:42 +01:00
aede3d64f1
Rename parameter value 'ledoit_wolf' to 'auto'.
2014-12-16 11:50:01 +01:00
1e469b28d1
Introduced step size to speed up the example.
2014-12-16 11:35:59 +01:00
5ca36c8435
Updated example because store_covariance is now set in __init__() and not in fit().
2014-12-16 11:35:59 +01:00
a5ae150846
rename alpha to shrinkage + docstring cosmits
2014-12-16 11:35:58 +01:00
5deb80f7b1
Fixed docstrings.
2014-12-16 11:35:58 +01:00
125fa22165
Updated LDA example and removed decision plane comparison
2014-12-16 11:35:56 +01:00
b9601ccf94
Addressed @mblondel's comments
2014-12-16 11:35:56 +01:00
c297502c7d
Removed magic number
2014-12-16 11:35:56 +01:00
d239fc4e4f
Simplified LDA vs. shrinkage LDA example
2014-12-16 11:35:56 +01:00
7d812994b7
Added simple LDA example
2014-12-16 11:35:55 +01:00
8e0dc6b7b0
Refactored LDA module (first working version).
2014-12-16 11:35:54 +01:00
7dcd08b0af
DOC fix/expand Imputer example docs
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Fixed formatting of Script output in text introduction.
Added more details to the introduction on use cases for imputing.
Fixes gh-3918.
2014-12-15 18:18:46 +01:00
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
Andreas Mueller