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Lars Buitinck 841fb88727 ENH prettier output from NMF example 
Better stopword and noise filtering, increased n_samples to 2000
since the recent optimizations to tf-idf and NMF allow this.

Also some micro-optimizations to NMF itself.
 		2013-09-01 19:04:56 +02:00
..
applications ENH prettier output from NMF example 2013-09-01 19:04:56 +02:00
bicluster FIX py2.6 compat in biclustering example 2013-08-12 12:52:17 +02:00
cluster Add pairwise_distances_argmin. 2013-08-30 22:31:09 +09:00
covariance Rename cv_scores(_) back to grid_scores(_) to keep the name free for a future refactoring 2013-07-28 17:10:14 +02:00
cross_decomposition DOC reference and rename cross decomposition module 2013-07-28 02:56:12 +02:00
datasets DOC fix example comments 2013-07-30 12:41:56 +02:00
decomposition DOC fix example comments 2013-07-30 12:41:56 +02:00
ensemble DOC/EXAMPLES fix more documentation errors, deprecated api usages. 2013-07-28 15:01:48 +02:00
exercises example fixes to clean first docstring paragraph of rst code 2013-07-22 15:48:44 +02:00
gaussian_process DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
linear_model DOC fix example comments 2013-07-30 12:41:56 +02:00
manifold DOC/EXAMPLES fix more documentation errors, deprecated api usages. 2013-07-28 15:01:48 +02:00
mixture ENH rename eval / pseudolikelihood to score_samples 2013-07-26 23:32:23 +02:00
neighbors ENH rename eval / pseudolikelihood to score_samples 2013-07-26 23:32:23 +02:00
semi_supervised fix: add missing str formatting operator 2013-05-31 09:31:23 +02:00
svm DOC fix example comments 2013-07-30 12:41:56 +02:00
tree example fixes to clean first docstring paragraph of rst code 2013-07-22 15:48:44 +02:00
README.txt DOC: Fixed links to modules in the example gallery 2011-12-19 16:07:01 +01:00
document_classification_20newsgroups.py ENH Add filters on newsgroup text 2013-07-22 13:53:02 +02:00
document_clustering.py BUG fix whitespace in error messages 2013-08-26 17:02:52 +02:00
feature_selection_pipeline.py P3K: use print as a function in the examples 2013-02-01 15:04:42 +01:00
feature_stacker.py DOC spellfixes 2013-06-29 16:18:23 +03:00
grid_search_digits.py Rename cv_scores(_) back to grid_scores(_) to keep the name free for a future refactoring 2013-07-28 17:10:14 +02:00
grid_search_text_feature_extraction.py DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
hashing_vs_dict_vectorizer.py DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
imputation.py COSMIT: typo in examples/imputation.py 2013-07-28 09:03:56 +02:00
mlcomp_sparse_document_classification.py FIX don't use old API in examples 2013-07-28 12:58:59 +02:00
plot_classification_probability.py Fix libsvm seed when predict_proba in tests and examples 2013-07-27 19:50:25 +02:00
plot_classifier_comparison.py DOC fix example comments 2013-07-30 12:41:56 +02:00
plot_confusion_matrix.py DOC Add labels and some explanation to confusion matrix example 2013-04-17 16:35:02 +02:00
plot_digits_classification.py DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
plot_digits_pipe.py DOC fix example comments 2013-07-30 12:41:56 +02:00
plot_feature_selection.py P3K: use print as a function in the examples 2013-02-01 15:04:42 +01:00
plot_hmm_sampling.py Add missing doc string printing for examples 2013-06-23 18:18:03 +02:00
plot_isotonic_regression.py ENH added an option to do an isotonic regression on decreasing functions 2013-07-23 21:50:29 +02:00
plot_johnson_lindenstrauss_bound.py Add missing doc string printing for examples 2013-06-23 18:18:03 +02:00
plot_kernel_approximation.py DOC typos involving Nyström 2013-07-30 18:02:23 +02:00
plot_lda_qda.py remove comment, undo change 2013-03-18 13:54:07 +01:00
plot_multilabel.py MISC: fix plot_multilabel example 2013-07-28 18:00:36 +02:00
plot_multioutput_face_completion.py FIX small title issue 2013-07-26 16:01:32 +02:00
plot_permutation_test_for_classification.py DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
plot_precision_recall.py Updated whats_new and fixed a typo in plot_precision_recall.py 2013-08-21 11:03:00 +02:00
plot_rbm_logistic_classification.py Python3 support in RBM 2013-07-24 17:27:24 +02:00
plot_rfe_digits.py gallery effects,icon change,cleanups 2013-03-18 13:52:20 +01:00
plot_rfe_with_cross_validation.py Rename cv_scores(_) back to grid_scores(_) to keep the name free for a future refactoring 2013-07-28 17:10:14 +02:00
plot_roc.py Added links to cross_val_score, auc_score, and recall_score 2013-08-21 11:02:35 +02:00
plot_roc_crossval.py Added links to cross_val_score, auc_score, and recall_score 2013-08-21 11:02:35 +02:00
plot_train_error_vs_test_error.py DOC: Replaced all BSD style licenses with "BSD 3 clause" 2013-04-30 08:34:46 +02:00
randomized_search.py MISC: fix wrong timing in example 2013-08-07 22:50:25 +02:00

README.txt 

.. _general_examples:

General examples
----------------

General-purpose and introductory examples for the scikit.