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

SHOGUN Machine Learning Toolbox - Documentation