Commit Graph

1623 Commits

Author SHA1 Message Date
Gael Varoquaux 388d1233dd API: change 'embed_solve' to 'assign_labels' 2012-10-27 20:40:06 +02:00
Gael Varoquaux 9b0ee1d997 MISC: split example in two plots 2012-10-27 20:40:06 +02:00
cow d3f1d77e59 Removed savefig 2012-10-27 20:40:06 +02:00
cow efb134469e Modified lena segmenation example to include different embedding solvers 2012-10-27 20:40:06 +02:00
cow 112597d755 Added newline to the end of file 2012-10-27 20:40:05 +02:00
cow 64bfe41c34 Example for spectral clustering embedding handling 2012-10-27 20:40:05 +02:00
Tadej Janež 425c6e9b83 DOC: further improvements to the model selection exercise 2012-10-27 16:49:22 +02:00
Alexandre Gramfort c37cef2ff7 FIX : fix application example due to API change 2012-10-27 15:38:19 +02:00
GaelVaroquaux eca762dd9b DOC: improve the model selection exercise
Fixes #1278
2012-10-25 18:12:15 +02:00
osdf 7f8c087acd Two iterations are enough for the test. 2012-10-13 19:29:02 +02:00
osdf eac061b845 Plot noise variance for FA. Changed some things to make plot_gallery usable for this, too. 2012-10-13 19:29:01 +02:00
osdf d3ea9f615f More or less same code already available. 2012-10-13 19:29:01 +02:00
osdf 63ce79cf23 Factor Analysis learns variance of generative model for every dimension. Illustrated with faces. 2012-10-13 19:29:01 +02:00
osdf f881485372 Extended faces decomposition example with Factor Analysis. 2012-10-13 19:29:01 +02:00
Alexandre Gramfort bf96a1418d ENH : cleanup FactorAnalysis object 2012-10-13 19:29:00 +02:00
Andreas Mueller 9bd0aadaa3 MISC renamed n_iterations to n_iter in all other places. 2012-10-10 19:10:29 +01:00
Andreas Mueller 1b367e56e5 ENH set n_fold default to 3, rename k to n_fold in all doctests, docs, and examples 2012-10-10 19:10:29 +01:00
Andreas Mueller 78789a1c84 MISC renaming FeatureStacker to FeatureUnion, adding docs 2012-09-30 11:55:32 +01:00
Andreas Mueller 098cfbcae7 DOC move example (there is nothing to plot) and add some text 2012-09-30 11:55:32 +01:00
Andreas Mueller 7b78abb24b ENH add feature stacker example 2012-09-30 11:55:31 +01:00
Mathieu Blondel 8c9cc855d6 Can afford better precision in news20 example. 2012-09-29 02:16:05 +09:00
Mathieu Blondel 107abb6f3e Add lsqr solver. 2012-09-29 02:16:05 +09:00
Andreas Mueller c0a057843c ENH rename Scaler to StandardScaler everywhere 2012-09-23 17:31:15 +01:00
Lars Buitinck 3ca3e95b72 DOC rm references to deprecated stuff 2012-09-20 22:15:39 +02:00
Lars Buitinck 9d5936ee87 Revert "BUG rm RidgeClassifier from 20newsgroups"
This reverts commit 179eabcba4.
2012-09-19 14:08:52 +02:00
Andreas Mueller 9fb14995ff DOC somewhat improved feature selection example 2012-09-17 22:07:58 +01:00
Lars Buitinck 9d33497e16 COSMIT clarify L1/L2 LR sparsity demo 2012-09-17 11:06:17 +02:00
Andreas Mueller c3ea87dbdf ENH minore example beautification 2012-09-15 16:57:29 +01:00
Andreas Mueller 1be816da97 Example: added a pretty PCA 3D plot of iris, as this dataset is used in so many examples.
Unfortunately the mlp bug about 3d rotations and colors makes it not as nice as it could be.
2012-09-15 16:57:28 +01:00
Mathieu Blondel b48b7f5c98 Use fixed random state in isotonic regression example. 2012-09-16 00:55:52 +09:00
Gael Varoquaux 8511d96352 MISC: small docstring work 2012-09-15 17:16:40 +02:00
Alexandre Gramfort d8d4af0973 ENH : finish addressing @GaelVaroquaux comments + improve coverage + add linear regression to example 2012-09-15 16:40:44 +02:00
Alexandre Gramfort b0bdd3f1b5 adding my name in IR example 2012-09-15 16:40:43 +02:00
Alexandre Gramfort af22f290fd remove support for extrapolation 2012-09-15 16:40:43 +02:00
Alexandre Gramfort 4bc740cfb7 ENH : proper IsotonicRegression model + example + test 2012-09-15 16:40:43 +02:00
Nelle Varoquaux c1abbf2214 DOC - added paragraph in user documentation on the isotonic regression + an example plot.
Fixed a couple of things from the isotonic regression such as better type checking and renaming variables
2012-09-15 16:40:43 +02:00
Lars Buitinck 179eabcba4 BUG rm RidgeClassifier from 20newsgroups
Current implementation has quadratic space complexity in terms of X.
Should use scipy.sparse.linalg.lsqr for linear space version (@mblondel).
2012-09-15 16:05:27 +02:00
Lars Buitinck 16a5719558 BUG fix broken top-10 features printing in text clf example 2012-09-11 10:41:00 +02:00
Vlad Niculae e6ca49e9a3 Use pinvh wherever it helps in the codebase.
Use pinvh in plot_sparse_recovery example

Use pinvh in bayes.py

Use pinvh in GMM and DPGMM
2012-09-04 19:58:47 +01:00
Andreas Mueller 4bc8822c84 COSMIT pep8 2012-09-04 18:39:25 +01:00
Jaques Grobler e686e38c0a small tweaks 2012-09-04 18:37:26 +01:00
Jaques Grobler 868bcd2ee8 typos and alex`s review changes 2012-09-04 18:37:26 +01:00
Jaques Grobler 656d7012f3 docstring changes 2012-09-04 18:37:25 +01:00
Jaques Grobler 83671099a6 docstring fixes 2012-09-04 18:37:25 +01:00
Jaques Grobler e50fad6558 docstring change 2012-09-04 18:37:25 +01:00
Jaques Grobler 254b1091e2 gael`s suggestions/tweaks 2012-09-04 18:37:25 +01:00
Gael Varoquaux 6b04635da6 DOC: improve scale_c_example 2012-09-04 18:37:25 +01:00
Jaques Grobler 3d02176ce6 Added scale_c fiasco example 2012-09-04 18:37:25 +01:00
Andreas Mueller 713ba6006e COSMIT pep8 2012-09-04 17:24:01 +01:00
Andreas Mueller 63e99023b6 DOC fixed some sphinx errors, issues in docs.... 2012-09-03 23:48:32 +01:00