SHOGUN  4.1.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Modules Pages
ExamplesLibshogun.mainpage
Go to the documentation of this file.
1 /*! \page libshogun_examples Examples for C++ libshogun Interface
2 
3 This page lists ready to run shogun examples for the C++ libshogun interface.
4 
5 \li \subpage libshogun_balanced_examples
6 \li \subpage libshogun_base_examples
7 \li \subpage libshogun_basic_examples
8 \li \subpage libshogun_classifier_examples
9 \li \subpage libshogun_clustering_examples
10 \li \subpage libshogun_converter_examples
11 \li \subpage libshogun_evaluation_examples
12 \li \subpage libshogun_features_examples
13 \li \subpage libshogun_hashed_examples
14 \li \subpage libshogun_io_examples
15 \li \subpage libshogun_kernel_examples
16 \li \subpage libshogun_labels_examples
17 \li \subpage libshogun_library_examples
18 \li \subpage libshogun_mathematics_examples
19 \li \subpage libshogun_metric_examples
20 \li \subpage libshogun_modelselection_examples
21 \li \subpage libshogun_neuralnets_examples
22 \li \subpage libshogun_optimization_examples
23 \li \subpage libshogun_parameter_examples
24 \li \subpage libshogun_preprocessor_examples
25 \li \subpage libshogun_random_examples
26 \li \subpage libshogun_regression_examples
27 \li \subpage libshogun_serialization_examples
28 \li \subpage libshogun_so_examples
29 \li \subpage libshogun_splitting_examples
30 \li \subpage libshogun_statistics_examples
31 \li \subpage libshogun_streaming_examples
32 \li \subpage libshogun_structure_examples
33 \li \subpage libshogun_transfer_examples
34 \li \subpage libshogun_variational_examples
35 
36 To run the examples you will need to manually compile them via
37 \verbatim
38 g++ name_of_example.cpp -lshogun
39 \endverbatim
40 
41 in case you installed libshogun to a nonstandard directory you will need to specify the appropriate library and include paths, e.g.
42 \verbatim
43 g++ -I/path/to/libshogun/includes name_of_example.cpp -L/path/to/libshogun/sofile -lshogun
44 \endverbatim
45 
46 Then the examples are standard binary executables and can be started via
47 \verbatim
48 ./name_of_example
49 \endverbatim
50 respectively if the libraries are in nonstandard locations (such that they cannot be found by the dynamic linker)
51 \verbatim
52 LD_LIBRARY_PATH=path/to/libshogun ./name_of_example
53 \endverbatim
54 
55 \section libshogun_balanced_examples Balanced
56 
57 
58 \li <b>examples/documented/libshogun/balanced_conditional_probability_tree.cpp</b>
59 \verbinclude balanced_conditional_probability_tree.cpp
60 
61 \section libshogun_base_examples Base
62 
63 
64 \li <b>examples/documented/libshogun/base_load_all_file_parameters.cpp</b>
65 \verbinclude base_load_all_file_parameters.cpp
66 
67 \li <b>examples/documented/libshogun/base_load_file_parameters.cpp</b>
68 \verbinclude base_load_file_parameters.cpp
69 
70 \li <b>examples/documented/libshogun/base_map_parameters.cpp</b>
71 \verbinclude base_map_parameters.cpp
72 
73 \li <b>examples/documented/libshogun/base_migration_dropping_and_new.cpp</b>
74 \verbinclude base_migration_dropping_and_new.cpp
75 
76 \li <b>examples/documented/libshogun/base_migration_multiple_dependencies.cpp</b>
77 \verbinclude base_migration_multiple_dependencies.cpp
78 
79 \li <b>examples/documented/libshogun/base_migration_new_buggy.cpp</b>
80 \verbinclude base_migration_new_buggy.cpp
81 
82 \li <b>examples/documented/libshogun/base_migration_type_conversion.cpp</b>
83 \verbinclude base_migration_type_conversion.cpp
84 
85 \li <b>examples/documented/libshogun/base_parameter_map.cpp</b>
86 \verbinclude base_parameter_map.cpp
87 
88 \section libshogun_basic_examples Basic
89 
90 
91 \li <b>examples/documented/libshogun/basic_minimal.cpp</b>
92 \verbinclude basic_minimal.cpp
93 
94 \section libshogun_classifier_examples Classifier
95 
96 
97 \li <b>examples/documented/libshogun/classifier_bagging_liblinear.cpp</b>
98 \verbinclude classifier_bagging_liblinear.cpp
99 
100 \li <b>examples/documented/libshogun/classifier_featureblocklogisticregression.cpp</b>
101 \verbinclude classifier_featureblocklogisticregression.cpp
102 
103 \li <b>examples/documented/libshogun/classifier_gaussian_process_binary_classification.cpp</b>
104 \verbinclude classifier_gaussian_process_binary_classification.cpp
105 
106 \li <b>examples/documented/libshogun/classifier_gaussiannaivebayes.cpp</b>
107 \verbinclude classifier_gaussiannaivebayes.cpp
108 
109 \li <b>examples/documented/libshogun/classifier_knn.cpp</b>
110 \verbinclude classifier_knn.cpp
111 
112 \li <b>examples/documented/libshogun/classifier_larank.cpp</b>
113 \verbinclude classifier_larank.cpp
114 
115 \li <b>examples/documented/libshogun/classifier_latent_svm.cpp</b>
116 \verbinclude classifier_latent_svm.cpp
117 
118 \li <b>examples/documented/libshogun/classifier_lda.cpp</b>
119 \verbinclude classifier_lda.cpp
120 
121 \li <b>examples/documented/libshogun/classifier_libsvm.cpp</b>
122 \verbinclude classifier_libsvm.cpp
123 
124 \li <b>examples/documented/libshogun/classifier_libsvm_probabilities.cpp</b>
125 \verbinclude classifier_libsvm_probabilities.cpp
126 
127 \li <b>examples/documented/libshogun/classifier_minimal_svm.cpp</b>
128 \verbinclude classifier_minimal_svm.cpp
129 
130 \li <b>examples/documented/libshogun/classifier_mkl_svmlight_modelselection_bug.cpp</b>
131 \verbinclude classifier_mkl_svmlight_modelselection_bug.cpp
132 
133 \li <b>examples/documented/libshogun/classifier_mklmulticlass.cpp</b>
134 \verbinclude classifier_mklmulticlass.cpp
135 
136 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc.cpp</b>
137 \verbinclude classifier_multiclass_ecoc.cpp
138 
139 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc_discriminant.cpp</b>
140 \verbinclude classifier_multiclass_ecoc_discriminant.cpp
141 
142 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc_random.cpp</b>
143 \verbinclude classifier_multiclass_ecoc_random.cpp
144 
145 \li <b>examples/documented/libshogun/classifier_multiclass_prob_heuristics.cpp</b>
146 \verbinclude classifier_multiclass_prob_heuristics.cpp
147 
148 \li <b>examples/documented/libshogun/classifier_multiclass_relaxedtree.cpp</b>
149 \verbinclude classifier_multiclass_relaxedtree.cpp
150 
151 \li <b>examples/documented/libshogun/classifier_multiclass_shareboost.cpp</b>
152 \verbinclude classifier_multiclass_shareboost.cpp
153 
154 \li <b>examples/documented/libshogun/classifier_multiclasslibsvm.cpp</b>
155 \verbinclude classifier_multiclasslibsvm.cpp
156 
157 \li <b>examples/documented/libshogun/classifier_multiclasslinearmachine.cpp</b>
158 \verbinclude classifier_multiclasslinearmachine.cpp
159 
160 \li <b>examples/documented/libshogun/classifier_nearest_centroid.cpp</b>
161 \verbinclude classifier_nearest_centroid.cpp
162 
163 \li <b>examples/documented/libshogun/classifier_newtontest.cpp</b>
164 \verbinclude classifier_newtontest.cpp
165 
166 \li <b>examples/documented/libshogun/classifier_qda.cpp</b>
167 \verbinclude classifier_qda.cpp
168 
169 \li <b>examples/documented/libshogun/classifier_svmlight_string_features_precomputed_kernel.cpp</b>
170 \verbinclude classifier_svmlight_string_features_precomputed_kernel.cpp
171 
172 \section libshogun_clustering_examples Clustering
173 
174 
175 \li <b>examples/documented/libshogun/clustering_kmeans.cpp</b>
176 \verbinclude clustering_kmeans.cpp
177 
178 \section libshogun_converter_examples Converter
179 
180 
181 \li <b>examples/documented/libshogun/converter_diffusionmaps.cpp</b>
182 \verbinclude converter_diffusionmaps.cpp
183 
184 \li <b>examples/documented/libshogun/converter_factoranalysis.cpp</b>
185 \verbinclude converter_factoranalysis.cpp
186 
187 \li <b>examples/documented/libshogun/converter_hessianlocallylinearembedding.cpp</b>
188 \verbinclude converter_hessianlocallylinearembedding.cpp
189 
190 \li <b>examples/documented/libshogun/converter_isomap.cpp</b>
191 \verbinclude converter_isomap.cpp
192 
193 \li <b>examples/documented/libshogun/converter_jade_bss.cpp</b>
194 \verbinclude converter_jade_bss.cpp
195 
196 \li <b>examples/documented/libshogun/converter_kernellocallylinearembedding.cpp</b>
197 \verbinclude converter_kernellocallylinearembedding.cpp
198 
199 \li <b>examples/documented/libshogun/converter_laplacianeigenmaps.cpp</b>
200 \verbinclude converter_laplacianeigenmaps.cpp
201 
202 \li <b>examples/documented/libshogun/converter_linearlocaltangentspacealignment.cpp</b>
203 \verbinclude converter_linearlocaltangentspacealignment.cpp
204 
205 \li <b>examples/documented/libshogun/converter_localitypreservingprojections.cpp</b>
206 \verbinclude converter_localitypreservingprojections.cpp
207 
208 \li <b>examples/documented/libshogun/converter_locallylinearembedding.cpp</b>
209 \verbinclude converter_locallylinearembedding.cpp
210 
211 \li <b>examples/documented/libshogun/converter_localtangentspacealignment.cpp</b>
212 \verbinclude converter_localtangentspacealignment.cpp
213 
214 \li <b>examples/documented/libshogun/converter_multidimensionalscaling.cpp</b>
215 \verbinclude converter_multidimensionalscaling.cpp
216 
217 \li <b>examples/documented/libshogun/converter_neighborhoodpreservingembedding.cpp</b>
218 \verbinclude converter_neighborhoodpreservingembedding.cpp
219 
220 \li <b>examples/documented/libshogun/converter_stochasticproximityembedding.cpp</b>
221 \verbinclude converter_stochasticproximityembedding.cpp
222 
223 \section libshogun_evaluation_examples Evaluation
224 
225 
226 \li <b>examples/documented/libshogun/evaluation_cross_validation_classification.cpp</b>
227 \verbinclude evaluation_cross_validation_classification.cpp
228 
229 \li <b>examples/documented/libshogun/evaluation_cross_validation_knn.cpp</b>
230 \verbinclude evaluation_cross_validation_knn.cpp
231 
232 \li <b>examples/documented/libshogun/evaluation_cross_validation_locked_comparison.cpp</b>
233 \verbinclude evaluation_cross_validation_locked_comparison.cpp
234 
235 \li <b>examples/documented/libshogun/evaluation_cross_validation_mkl_weight_storage.cpp</b>
236 \verbinclude evaluation_cross_validation_mkl_weight_storage.cpp
237 
238 \li <b>examples/documented/libshogun/evaluation_cross_validation_multiclass.cpp</b>
239 \verbinclude evaluation_cross_validation_multiclass.cpp
240 
241 \li <b>examples/documented/libshogun/evaluation_cross_validation_multiclass_mkl.cpp</b>
242 \verbinclude evaluation_cross_validation_multiclass_mkl.cpp
243 
244 \li <b>examples/documented/libshogun/evaluation_cross_validation_regression.cpp</b>
245 \verbinclude evaluation_cross_validation_regression.cpp
246 
247 \section libshogun_features_examples Features
248 
249 
250 \li <b>examples/documented/libshogun/features_copy_subset_simple_features.cpp</b>
251 \verbinclude features_copy_subset_simple_features.cpp
252 
253 \li <b>examples/documented/libshogun/features_copy_subset_sparse_features.cpp</b>
254 \verbinclude features_copy_subset_sparse_features.cpp
255 
256 \li <b>examples/documented/libshogun/features_dense_real_modular.cpp</b>
257 \verbinclude features_dense_real_modular.cpp
258 
259 \li <b>examples/documented/libshogun/features_subset_labels.cpp</b>
260 \verbinclude features_subset_labels.cpp
261 
262 \li <b>examples/documented/libshogun/features_subset_simple_features.cpp</b>
263 \verbinclude features_subset_simple_features.cpp
264 
265 \li <b>examples/documented/libshogun/features_subset_stack.cpp</b>
266 \verbinclude features_subset_stack.cpp
267 
268 \section libshogun_hashed_examples Hashed
269 
270 
271 \li <b>examples/documented/libshogun/hashed_features_example.cpp</b>
272 \verbinclude hashed_features_example.cpp
273 
274 \section libshogun_io_examples Io
275 
276 
277 \li <b>examples/documented/libshogun/io_libsvm_multilabel.cpp</b>
278 \verbinclude io_libsvm_multilabel.cpp
279 
280 \li <b>examples/documented/libshogun/io_linereader.cpp</b>
281 \verbinclude io_linereader.cpp
282 
283 \section libshogun_kernel_examples Kernel
284 
285 
286 \li <b>examples/documented/libshogun/kernel_custom.cpp</b>
287 \verbinclude kernel_custom.cpp
288 
289 \li <b>examples/documented/libshogun/kernel_custom_index.cpp</b>
290 \verbinclude kernel_custom_index.cpp
291 
292 \li <b>examples/documented/libshogun/kernel_custom_kernel.cpp</b>
293 \verbinclude kernel_custom_kernel.cpp
294 
295 \li <b>examples/documented/libshogun/kernel_gaussian.cpp</b>
296 \verbinclude kernel_gaussian.cpp
297 
298 \li <b>examples/documented/libshogun/kernel_machine_train_locked.cpp</b>
299 \verbinclude kernel_machine_train_locked.cpp
300 
301 \li <b>examples/documented/libshogun/kernel_revlin.cpp</b>
302 \verbinclude kernel_revlin.cpp
303 
304 \section libshogun_labels_examples Labels
305 
306 
307 \li <b>examples/documented/libshogun/labels_binary_fit_sigmoid.cpp</b>
308 \verbinclude labels_binary_fit_sigmoid.cpp
309 
310 \section libshogun_library_examples Library
311 
312 
313 \li <b>examples/documented/libshogun/library_circularbuffer.cpp</b>
314 \verbinclude library_circularbuffer.cpp
315 
316 \li <b>examples/documented/libshogun/library_dyn_int.cpp</b>
317 \verbinclude library_dyn_int.cpp
318 
319 \li <b>examples/documented/libshogun/library_dynarray.cpp</b>
320 \verbinclude library_dynarray.cpp
321 
322 \li <b>examples/documented/libshogun/library_gc_array.cpp</b>
323 \verbinclude library_gc_array.cpp
324 
325 \li <b>examples/documented/libshogun/library_hash.cpp</b>
326 \verbinclude library_hash.cpp
327 
328 \li <b>examples/documented/libshogun/library_hdf5.cpp</b>
329 \verbinclude library_hdf5.cpp
330 
331 \li <b>examples/documented/libshogun/library_indirect_object.cpp</b>
332 \verbinclude library_indirect_object.cpp
333 
334 \li <b>examples/documented/libshogun/library_map.cpp</b>
335 \verbinclude library_map.cpp
336 
337 \li <b>examples/documented/libshogun/library_mldatahdf5.cpp</b>
338 \verbinclude library_mldatahdf5.cpp
339 
340 \li <b>examples/documented/libshogun/library_serialization.cpp</b>
341 \verbinclude library_serialization.cpp
342 
343 \li <b>examples/documented/libshogun/library_set.cpp</b>
344 \verbinclude library_set.cpp
345 
346 \section libshogun_mathematics_examples Mathematics
347 
348 
349 \li <b>examples/documented/libshogun/mathematics_confidence_intervals.cpp</b>
350 \verbinclude mathematics_confidence_intervals.cpp
351 
352 \li <b>examples/documented/libshogun/mathematics_lapack.cpp</b>
353 \verbinclude mathematics_lapack.cpp
354 
355 \section libshogun_metric_examples Metric
356 
357 
358 \li <b>examples/documented/libshogun/metric_lmnnn.cpp</b>
359 \verbinclude metric_lmnnn.cpp
360 
361 \section libshogun_modelselection_examples Modelselection
362 
363 
364 \li <b>examples/documented/libshogun/modelselection_apply_parameter_tree.cpp</b>
365 \verbinclude modelselection_apply_parameter_tree.cpp
366 
367 \li <b>examples/documented/libshogun/modelselection_combined_kernel_sub_parameters.cpp</b>
368 \verbinclude modelselection_combined_kernel_sub_parameters.cpp
369 
370 \li <b>examples/documented/libshogun/modelselection_grid_search_kernel.cpp</b>
371 \verbinclude modelselection_grid_search_kernel.cpp
372 
373 \li <b>examples/documented/libshogun/modelselection_grid_search_krr.cpp</b>
374 \verbinclude modelselection_grid_search_krr.cpp
375 
376 \li <b>examples/documented/libshogun/modelselection_grid_search_linear.cpp</b>
377 \verbinclude modelselection_grid_search_linear.cpp
378 
379 \li <b>examples/documented/libshogun/modelselection_grid_search_mkl.cpp</b>
380 \verbinclude modelselection_grid_search_mkl.cpp
381 
382 \li <b>examples/documented/libshogun/modelselection_grid_search_multiclass_svm.cpp</b>
383 \verbinclude modelselection_grid_search_multiclass_svm.cpp
384 
385 \li <b>examples/documented/libshogun/modelselection_grid_search_string_kernel.cpp</b>
386 \verbinclude modelselection_grid_search_string_kernel.cpp
387 
388 \li <b>examples/documented/libshogun/modelselection_model_selection_parameters_test.cpp</b>
389 \verbinclude modelselection_model_selection_parameters_test.cpp
390 
391 \li <b>examples/documented/libshogun/modelselection_parameter_combination_test.cpp</b>
392 \verbinclude modelselection_parameter_combination_test.cpp
393 
394 \li <b>examples/documented/libshogun/modelselection_parameter_tree.cpp</b>
395 \verbinclude modelselection_parameter_tree.cpp
396 
397 \section libshogun_neuralnets_examples Neuralnets
398 
399 
400 \li <b>examples/documented/libshogun/neuralnets_basic.cpp</b>
401 \verbinclude neuralnets_basic.cpp
402 
403 \li <b>examples/documented/libshogun/neuralnets_convolutional.cpp</b>
404 \verbinclude neuralnets_convolutional.cpp
405 
406 \li <b>examples/documented/libshogun/neuralnets_deep_autoencoder.cpp</b>
407 \verbinclude neuralnets_deep_autoencoder.cpp
408 
409 \li <b>examples/documented/libshogun/neuralnets_deep_belief_network.cpp</b>
410 \verbinclude neuralnets_deep_belief_network.cpp
411 
412 \section libshogun_optimization_examples Optimization
413 
414 
415 \li <b>examples/documented/libshogun/optimization_lbfgs.cpp</b>
416 \verbinclude optimization_lbfgs.cpp
417 
418 \section libshogun_parameter_examples Parameter
419 
420 
421 \li <b>examples/documented/libshogun/parameter_iterate_float64.cpp</b>
422 \verbinclude parameter_iterate_float64.cpp
423 
424 \li <b>examples/documented/libshogun/parameter_iterate_sgobject.cpp</b>
425 \verbinclude parameter_iterate_sgobject.cpp
426 
427 \li <b>examples/documented/libshogun/parameter_modsel_parameters.cpp</b>
428 \verbinclude parameter_modsel_parameters.cpp
429 
430 \li <b>examples/documented/libshogun/parameter_set_from_parameters.cpp</b>
431 \verbinclude parameter_set_from_parameters.cpp
432 
433 \section libshogun_preprocessor_examples Preprocessor
434 
435 
436 \li <b>examples/documented/libshogun/preprocessor_fisherlda.cpp</b>
437 \verbinclude preprocessor_fisherlda.cpp
438 
439 \li <b>examples/documented/libshogun/preprocessor_randomfouriergauss.cpp</b>
440 \verbinclude preprocessor_randomfouriergauss.cpp
441 
442 \section libshogun_random_examples Random
443 
444 
445 \li <b>examples/documented/libshogun/random_conditional_probability_tree.cpp</b>
446 \verbinclude random_conditional_probability_tree.cpp
447 
448 \li <b>examples/documented/libshogun/random_fourier_features.cpp</b>
449 \verbinclude random_fourier_features.cpp
450 
451 \section libshogun_regression_examples Regression
452 
453 
454 \li <b>examples/documented/libshogun/regression_gaussian_process_ard.cpp</b>
455 \verbinclude regression_gaussian_process_ard.cpp
456 
457 \li <b>examples/documented/libshogun/regression_gaussian_process_fitc.cpp</b>
458 \verbinclude regression_gaussian_process_fitc.cpp
459 
460 \li <b>examples/documented/libshogun/regression_gaussian_process_gaussian.cpp</b>
461 \verbinclude regression_gaussian_process_gaussian.cpp
462 
463 \li <b>examples/documented/libshogun/regression_gaussian_process_laplace.cpp</b>
464 \verbinclude regression_gaussian_process_laplace.cpp
465 
466 \li <b>examples/documented/libshogun/regression_gaussian_process_product.cpp</b>
467 \verbinclude regression_gaussian_process_product.cpp
468 
469 \li <b>examples/documented/libshogun/regression_gaussian_process_simple_exact.cpp</b>
470 \verbinclude regression_gaussian_process_simple_exact.cpp
471 
472 \li <b>examples/documented/libshogun/regression_gaussian_process_sum.cpp</b>
473 \verbinclude regression_gaussian_process_sum.cpp
474 
475 \li <b>examples/documented/libshogun/regression_libsvr.cpp</b>
476 \verbinclude regression_libsvr.cpp
477 
478 \section libshogun_serialization_examples Serialization
479 
480 
481 \li <b>examples/documented/libshogun/serialization_basic_tests.cpp</b>
482 \verbinclude serialization_basic_tests.cpp
483 
484 \li <b>examples/documented/libshogun/serialization_file_formats.cpp</b>
485 \verbinclude serialization_file_formats.cpp
486 
487 \li <b>examples/documented/libshogun/serialization_multiclass_labels.cpp</b>
488 \verbinclude serialization_multiclass_labels.cpp
489 
490 \section libshogun_so_examples So
491 
492 
493 \li <b>examples/documented/libshogun/so_factorgraph.cpp</b>
494 \verbinclude so_factorgraph.cpp
495 
496 \li <b>examples/documented/libshogun/so_fg_model.cpp</b>
497 \verbinclude so_fg_model.cpp
498 
499 \li <b>examples/documented/libshogun/so_fg_multilabel.cpp</b>
500 \verbinclude so_fg_multilabel.cpp
501 
502 \li <b>examples/documented/libshogun/so_hmsvm_mosek_simple.cpp</b>
503 \verbinclude so_hmsvm_mosek_simple.cpp
504 
505 \li <b>examples/documented/libshogun/so_multiclass.cpp</b>
506 \verbinclude so_multiclass.cpp
507 
508 \li <b>examples/documented/libshogun/so_multiclass_BMRM.cpp</b>
509 \verbinclude so_multiclass_BMRM.cpp
510 
511 \li <b>examples/documented/libshogun/so_multilabel.cpp</b>
512 \verbinclude so_multilabel.cpp
513 
514 \section libshogun_splitting_examples Splitting
515 
516 
517 \li <b>examples/documented/libshogun/splitting_LOO_crossvalidation.cpp</b>
518 \verbinclude splitting_LOO_crossvalidation.cpp
519 
520 \li <b>examples/documented/libshogun/splitting_standard_crossvalidation.cpp</b>
521 \verbinclude splitting_standard_crossvalidation.cpp
522 
523 \li <b>examples/documented/libshogun/splitting_stratified_crossvalidation.cpp</b>
524 \verbinclude splitting_stratified_crossvalidation.cpp
525 
526 \section libshogun_statistics_examples Statistics
527 
528 
529 \li <b>examples/documented/libshogun/statistics_hsic.cpp</b>
530 \verbinclude statistics_hsic.cpp
531 
532 \li <b>examples/documented/libshogun/statistics_linear_time_mmd.cpp</b>
533 \verbinclude statistics_linear_time_mmd.cpp
534 
535 \li <b>examples/documented/libshogun/statistics_mmd_kernel_selection.cpp</b>
536 \verbinclude statistics_mmd_kernel_selection.cpp
537 
538 \li <b>examples/documented/libshogun/statistics_quadratic_time_mmd.cpp</b>
539 \verbinclude statistics_quadratic_time_mmd.cpp
540 
541 \section libshogun_streaming_examples Streaming
542 
543 
544 \li <b>examples/documented/libshogun/streaming_from_dense.cpp</b>
545 \verbinclude streaming_from_dense.cpp
546 
547 \li <b>examples/documented/libshogun/streaming_onlineliblinear_dense.cpp</b>
548 \verbinclude streaming_onlineliblinear_dense.cpp
549 
550 \li <b>examples/documented/libshogun/streaming_onlineliblinear_sparse.cpp</b>
551 \verbinclude streaming_onlineliblinear_sparse.cpp
552 
553 \li <b>examples/documented/libshogun/streaming_onlinesvmsgd.cpp</b>
554 \verbinclude streaming_onlinesvmsgd.cpp
555 
556 \li <b>examples/documented/libshogun/streaming_stringfeatures.cpp</b>
557 \verbinclude streaming_stringfeatures.cpp
558 
559 \li <b>examples/documented/libshogun/streaming_vowpalwabbit.cpp</b>
560 \verbinclude streaming_vowpalwabbit.cpp
561 
562 \li <b>examples/documented/libshogun/streaming_vwfeatures.cpp</b>
563 \verbinclude streaming_vwfeatures.cpp
564 
565 \section libshogun_structure_examples Structure
566 
567 
568 \li <b>examples/documented/libshogun/structure_discrete_hmsvm_bmrm.cpp</b>
569 \verbinclude structure_discrete_hmsvm_bmrm.cpp
570 
571 \li <b>examples/documented/libshogun/structure_hmsvm_mosek.cpp</b>
572 \verbinclude structure_hmsvm_mosek.cpp
573 
574 \li <b>examples/documented/libshogun/structure_plif_hmsvm_bmrm.cpp</b>
575 \verbinclude structure_plif_hmsvm_bmrm.cpp
576 
577 \section libshogun_transfer_examples Transfer
578 
579 
580 \li <b>examples/documented/libshogun/transfer_multitaskleastsquaresregression.cpp</b>
581 \verbinclude transfer_multitaskleastsquaresregression.cpp
582 
583 \li <b>examples/documented/libshogun/transfer_multitasklogisticregression.cpp</b>
584 \verbinclude transfer_multitasklogisticregression.cpp
585 
586 \section libshogun_variational_examples Variational
587 
588 
589 \li <b>examples/documented/libshogun/variational_approx_example.cpp</b>
590 \verbinclude variational_approx_example.cpp
591 */

SHOGUN Machine Learning Toolbox - Documentation