1 /*! \page libshogun_examples C++ libshogun接口例子
3 本页面包含了所有C++ libshogun接口的例子。
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_minibatchKMeans.cp_examples
21 \li \subpage libshogun_modelselection_examples
22 \li \subpage libshogun_neuralnets_examples
23 \li \subpage libshogun_optimization_examples
24 \li \subpage libshogun_parameter_examples
25 \li \subpage libshogun_preprocessor_examples
26 \li \subpage libshogun_random_examples
27 \li \subpage libshogun_regression_examples
28 \li \subpage libshogun_serialization_examples
29 \li \subpage libshogun_so_examples
30 \li \subpage libshogun_splitting_examples
31 \li \subpage libshogun_statistics.cp_examples
32 \li \subpage libshogun_statistics_examples
33 \li \subpage libshogun_streaming_examples
34 \li \subpage libshogun_structure_examples
35 \li \subpage libshogun_transfer_examples
36 \li \subpage libshogun_variational_examples
38 如果要运行这些例子你需要像下面这样编译它们:
40 g++ name_of_example.cpp -lshogun
43 如果你是将libshogun安装到非标准目录,你需要指定库目录和头文件目录,例如
45 g++ -I/path/to/libshogun/includes name_of_example.cpp -L/path/to/libshogun/sofile -lshogun
48 如果shogun被安装到标准目录,可以像下面这样运行例子
52 相反如果被安装到非标准目录(那样它们不能被动态链接器找到),你需要指定
54 LD_LIBRARY_PATH=path/to/libshogun ./name_of_example
57 \section libshogun_balanced_examples Balanced
60 \li <b>examples/documented/libshogun/balanced_conditional_probability_tree.cpp</b>
61 \verbinclude balanced_conditional_probability_tree.cpp
63 \section libshogun_base_examples Base
66 \li <b>examples/documented/libshogun/base_load_all_file_parameters.cpp</b>
67 \verbinclude base_load_all_file_parameters.cpp
69 \li <b>examples/documented/libshogun/base_load_file_parameters.cpp</b>
70 \verbinclude base_load_file_parameters.cpp
72 \li <b>examples/documented/libshogun/base_map_parameters.cpp</b>
73 \verbinclude base_map_parameters.cpp
75 \li <b>examples/documented/libshogun/base_migration_dropping_and_new.cpp</b>
76 \verbinclude base_migration_dropping_and_new.cpp
78 \li <b>examples/documented/libshogun/base_migration_multiple_dependencies.cpp</b>
79 \verbinclude base_migration_multiple_dependencies.cpp
81 \li <b>examples/documented/libshogun/base_migration_new_buggy.cpp</b>
82 \verbinclude base_migration_new_buggy.cpp
84 \li <b>examples/documented/libshogun/base_migration_type_conversion.cpp</b>
85 \verbinclude base_migration_type_conversion.cpp
87 \li <b>examples/documented/libshogun/base_parameter_map.cpp</b>
88 \verbinclude base_parameter_map.cpp
90 \section libshogun_basic_examples Basic
93 \li <b>examples/documented/libshogun/basic_minimal.cpp</b>
94 \verbinclude basic_minimal.cpp
96 \section libshogun_classifier_examples Classifier
99 \li <b>examples/documented/libshogun/classifier_bagging_liblinear.cpp</b>
100 \verbinclude classifier_bagging_liblinear.cpp
102 \li <b>examples/documented/libshogun/classifier_featureblocklogisticregression.cpp</b>
103 \verbinclude classifier_featureblocklogisticregression.cpp
105 \li <b>examples/documented/libshogun/classifier_gaussian_process_binary_classification.cpp</b>
106 \verbinclude classifier_gaussian_process_binary_classification.cpp
108 \li <b>examples/documented/libshogun/classifier_gaussiannaivebayes.cpp</b>
109 \verbinclude classifier_gaussiannaivebayes.cpp
111 \li <b>examples/documented/libshogun/classifier_knn.cpp</b>
112 \verbinclude classifier_knn.cpp
114 \li <b>examples/documented/libshogun/classifier_larank.cpp</b>
115 \verbinclude classifier_larank.cpp
117 \li <b>examples/documented/libshogun/classifier_latent_svm.cpp</b>
118 \verbinclude classifier_latent_svm.cpp
120 \li <b>examples/documented/libshogun/classifier_lda.cpp</b>
121 \verbinclude classifier_lda.cpp
123 \li <b>examples/documented/libshogun/classifier_libsvm.cpp</b>
124 \verbinclude classifier_libsvm.cpp
126 \li <b>examples/documented/libshogun/classifier_libsvm_probabilities.cpp</b>
127 \verbinclude classifier_libsvm_probabilities.cpp
129 \li <b>examples/documented/libshogun/classifier_minimal_svm.cpp</b>
130 \verbinclude classifier_minimal_svm.cpp
132 \li <b>examples/documented/libshogun/classifier_mklmulticlass.cpp</b>
133 \verbinclude classifier_mklmulticlass.cpp
135 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc.cpp</b>
136 \verbinclude classifier_multiclass_ecoc.cpp
138 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc_discriminant.cpp</b>
139 \verbinclude classifier_multiclass_ecoc_discriminant.cpp
141 \li <b>examples/documented/libshogun/classifier_multiclass_ecoc_random.cpp</b>
142 \verbinclude classifier_multiclass_ecoc_random.cpp
144 \li <b>examples/documented/libshogun/classifier_multiclass_prob_heuristics.cpp</b>
145 \verbinclude classifier_multiclass_prob_heuristics.cpp
147 \li <b>examples/documented/libshogun/classifier_multiclass_relaxedtree.cpp</b>
148 \verbinclude classifier_multiclass_relaxedtree.cpp
150 \li <b>examples/documented/libshogun/classifier_multiclass_shareboost.cpp</b>
151 \verbinclude classifier_multiclass_shareboost.cpp
153 \li <b>examples/documented/libshogun/classifier_multiclasslibsvm.cpp</b>
154 \verbinclude classifier_multiclasslibsvm.cpp
156 \li <b>examples/documented/libshogun/classifier_multiclasslinearmachine.cpp</b>
157 \verbinclude classifier_multiclasslinearmachine.cpp
159 \li <b>examples/documented/libshogun/classifier_nearest_centroid.cpp</b>
160 \verbinclude classifier_nearest_centroid.cpp
162 \li <b>examples/documented/libshogun/classifier_newtontest.cpp</b>
163 \verbinclude classifier_newtontest.cpp
165 \li <b>examples/documented/libshogun/classifier_qda.cpp</b>
166 \verbinclude classifier_qda.cpp
168 \section libshogun_clustering_examples Clustering
171 \li <b>examples/documented/libshogun/clustering_kmeans.cpp</b>
172 \verbinclude clustering_kmeans.cpp
174 \section libshogun_converter_examples Converter
177 \li <b>examples/documented/libshogun/converter_diffusionmaps.cpp</b>
178 \verbinclude converter_diffusionmaps.cpp
180 \li <b>examples/documented/libshogun/converter_factoranalysis.cpp</b>
181 \verbinclude converter_factoranalysis.cpp
183 \li <b>examples/documented/libshogun/converter_hessianlocallylinearembedding.cpp</b>
184 \verbinclude converter_hessianlocallylinearembedding.cpp
186 \li <b>examples/documented/libshogun/converter_isomap.cpp</b>
187 \verbinclude converter_isomap.cpp
189 \li <b>examples/documented/libshogun/converter_jade_bss.cpp</b>
190 \verbinclude converter_jade_bss.cpp
192 \li <b>examples/documented/libshogun/converter_kernellocallylinearembedding.cpp</b>
193 \verbinclude converter_kernellocallylinearembedding.cpp
195 \li <b>examples/documented/libshogun/converter_laplacianeigenmaps.cpp</b>
196 \verbinclude converter_laplacianeigenmaps.cpp
198 \li <b>examples/documented/libshogun/converter_linearlocaltangentspacealignment.cpp</b>
199 \verbinclude converter_linearlocaltangentspacealignment.cpp
201 \li <b>examples/documented/libshogun/converter_localitypreservingprojections.cpp</b>
202 \verbinclude converter_localitypreservingprojections.cpp
204 \li <b>examples/documented/libshogun/converter_locallylinearembedding.cpp</b>
205 \verbinclude converter_locallylinearembedding.cpp
207 \li <b>examples/documented/libshogun/converter_localtangentspacealignment.cpp</b>
208 \verbinclude converter_localtangentspacealignment.cpp
210 \li <b>examples/documented/libshogun/converter_multidimensionalscaling.cpp</b>
211 \verbinclude converter_multidimensionalscaling.cpp
213 \li <b>examples/documented/libshogun/converter_neighborhoodpreservingembedding.cpp</b>
214 \verbinclude converter_neighborhoodpreservingembedding.cpp
216 \li <b>examples/documented/libshogun/converter_stochasticproximityembedding.cpp</b>
217 \verbinclude converter_stochasticproximityembedding.cpp
219 \section libshogun_evaluation_examples Evaluation
222 \li <b>examples/documented/libshogun/evaluation_cross_validation_classification.cpp</b>
223 \verbinclude evaluation_cross_validation_classification.cpp
225 \li <b>examples/documented/libshogun/evaluation_cross_validation_knn.cpp</b>
226 \verbinclude evaluation_cross_validation_knn.cpp
228 \li <b>examples/documented/libshogun/evaluation_cross_validation_locked_comparison.cpp</b>
229 \verbinclude evaluation_cross_validation_locked_comparison.cpp
231 \li <b>examples/documented/libshogun/evaluation_cross_validation_mkl_weight_storage.cpp</b>
232 \verbinclude evaluation_cross_validation_mkl_weight_storage.cpp
234 \li <b>examples/documented/libshogun/evaluation_cross_validation_multiclass.cpp</b>
235 \verbinclude evaluation_cross_validation_multiclass.cpp
237 \li <b>examples/documented/libshogun/evaluation_cross_validation_multiclass_mkl.cpp</b>
238 \verbinclude evaluation_cross_validation_multiclass_mkl.cpp
240 \li <b>examples/documented/libshogun/evaluation_cross_validation_regression.cpp</b>
241 \verbinclude evaluation_cross_validation_regression.cpp
243 \section libshogun_features_examples Features
246 \li <b>examples/documented/libshogun/features_copy_subset_simple_features.cpp</b>
247 \verbinclude features_copy_subset_simple_features.cpp
249 \li <b>examples/documented/libshogun/features_copy_subset_sparse_features.cpp</b>
250 \verbinclude features_copy_subset_sparse_features.cpp
252 \li <b>examples/documented/libshogun/features_dense_real_modular.cpp</b>
253 \verbinclude features_dense_real_modular.cpp
255 \li <b>examples/documented/libshogun/features_subset_labels.cpp</b>
256 \verbinclude features_subset_labels.cpp
258 \li <b>examples/documented/libshogun/features_subset_simple_features.cpp</b>
259 \verbinclude features_subset_simple_features.cpp
261 \li <b>examples/documented/libshogun/features_subset_stack.cpp</b>
262 \verbinclude features_subset_stack.cpp
264 \section libshogun_hashed_examples Hashed
267 \li <b>examples/documented/libshogun/hashed_features_example.cpp</b>
268 \verbinclude hashed_features_example.cpp
270 \section libshogun_io_examples Io
273 \li <b>examples/documented/libshogun/io_libsvm_multilabel.cpp</b>
274 \verbinclude io_libsvm_multilabel.cpp
276 \li <b>examples/documented/libshogun/io_linereader.cpp</b>
277 \verbinclude io_linereader.cpp
279 \section libshogun_kernel_examples Kernel
282 \li <b>examples/documented/libshogun/kernel_custom.cpp</b>
283 \verbinclude kernel_custom.cpp
285 \li <b>examples/documented/libshogun/kernel_custom_index.cpp</b>
286 \verbinclude kernel_custom_index.cpp
288 \li <b>examples/documented/libshogun/kernel_custom_kernel.cpp</b>
289 \verbinclude kernel_custom_kernel.cpp
291 \li <b>examples/documented/libshogun/kernel_gaussian.cpp</b>
292 \verbinclude kernel_gaussian.cpp
294 \li <b>examples/documented/libshogun/kernel_machine_train_locked.cpp</b>
295 \verbinclude kernel_machine_train_locked.cpp
297 \li <b>examples/documented/libshogun/kernel_revlin.cpp</b>
298 \verbinclude kernel_revlin.cpp
300 \section libshogun_labels_examples Labels
303 \li <b>examples/documented/libshogun/labels_binary_fit_sigmoid.cpp</b>
304 \verbinclude labels_binary_fit_sigmoid.cpp
306 \section libshogun_library_examples Library
309 \li <b>examples/documented/libshogun/library_circularbuffer.cpp</b>
310 \verbinclude library_circularbuffer.cpp
312 \li <b>examples/documented/libshogun/library_dyn_int.cpp</b>
313 \verbinclude library_dyn_int.cpp
315 \li <b>examples/documented/libshogun/library_dynarray.cpp</b>
316 \verbinclude library_dynarray.cpp
318 \li <b>examples/documented/libshogun/library_gc_array.cpp</b>
319 \verbinclude library_gc_array.cpp
321 \li <b>examples/documented/libshogun/library_hash.cpp</b>
322 \verbinclude library_hash.cpp
324 \li <b>examples/documented/libshogun/library_hdf5.cpp</b>
325 \verbinclude library_hdf5.cpp
327 \li <b>examples/documented/libshogun/library_indirect_object.cpp</b>
328 \verbinclude library_indirect_object.cpp
330 \li <b>examples/documented/libshogun/library_map.cpp</b>
331 \verbinclude library_map.cpp
333 \li <b>examples/documented/libshogun/library_mldatahdf5.cpp</b>
334 \verbinclude library_mldatahdf5.cpp
336 \li <b>examples/documented/libshogun/library_serialization.cpp</b>
337 \verbinclude library_serialization.cpp
339 \li <b>examples/documented/libshogun/library_set.cpp</b>
340 \verbinclude library_set.cpp
342 \section libshogun_mathematics_examples Mathematics
345 \li <b>examples/documented/libshogun/mathematics_confidence_intervals.cpp</b>
346 \verbinclude mathematics_confidence_intervals.cpp
348 \li <b>examples/documented/libshogun/mathematics_lapack.cpp</b>
349 \verbinclude mathematics_lapack.cpp
351 \section libshogun_metric_examples Metric
354 \li <b>examples/documented/libshogun/metric_lmnnn.cpp</b>
355 \verbinclude metric_lmnnn.cpp
357 \section libshogun_minibatchKMeans.cp_examples Minibatchkmeans.Cp
360 \li <b>examples/documented/libshogun/minibatchKMeans.cpp</b>
361 \verbinclude minibatchKMeans.cpp
363 \section libshogun_modelselection_examples Modelselection
366 \li <b>examples/documented/libshogun/modelselection_apply_parameter_tree.cpp</b>
367 \verbinclude modelselection_apply_parameter_tree.cpp
369 \li <b>examples/documented/libshogun/modelselection_combined_kernel_sub_parameters.cpp</b>
370 \verbinclude modelselection_combined_kernel_sub_parameters.cpp
372 \li <b>examples/documented/libshogun/modelselection_grid_search_kernel.cpp</b>
373 \verbinclude modelselection_grid_search_kernel.cpp
375 \li <b>examples/documented/libshogun/modelselection_grid_search_krr.cpp</b>
376 \verbinclude modelselection_grid_search_krr.cpp
378 \li <b>examples/documented/libshogun/modelselection_grid_search_linear.cpp</b>
379 \verbinclude modelselection_grid_search_linear.cpp
381 \li <b>examples/documented/libshogun/modelselection_grid_search_mkl.cpp</b>
382 \verbinclude modelselection_grid_search_mkl.cpp
384 \li <b>examples/documented/libshogun/modelselection_grid_search_multiclass_svm.cpp</b>
385 \verbinclude modelselection_grid_search_multiclass_svm.cpp
387 \li <b>examples/documented/libshogun/modelselection_grid_search_string_kernel.cpp</b>
388 \verbinclude modelselection_grid_search_string_kernel.cpp
390 \li <b>examples/documented/libshogun/modelselection_model_selection_parameters_test.cpp</b>
391 \verbinclude modelselection_model_selection_parameters_test.cpp
393 \li <b>examples/documented/libshogun/modelselection_parameter_combination_test.cpp</b>
394 \verbinclude modelselection_parameter_combination_test.cpp
396 \li <b>examples/documented/libshogun/modelselection_parameter_tree.cpp</b>
397 \verbinclude modelselection_parameter_tree.cpp
399 \section libshogun_neuralnets_examples Neuralnets
402 \li <b>examples/documented/libshogun/neuralnets_basic.cpp</b>
403 \verbinclude neuralnets_basic.cpp
405 \li <b>examples/documented/libshogun/neuralnets_convolutional.cpp</b>
406 \verbinclude neuralnets_convolutional.cpp
408 \li <b>examples/documented/libshogun/neuralnets_deep_autoencoder.cpp</b>
409 \verbinclude neuralnets_deep_autoencoder.cpp
411 \li <b>examples/documented/libshogun/neuralnets_deep_belief_network.cpp</b>
412 \verbinclude neuralnets_deep_belief_network.cpp
414 \section libshogun_optimization_examples Optimization
417 \li <b>examples/documented/libshogun/optimization_lbfgs.cpp</b>
418 \verbinclude optimization_lbfgs.cpp
420 \section libshogun_parameter_examples Parameter
423 \li <b>examples/documented/libshogun/parameter_iterate_float64.cpp</b>
424 \verbinclude parameter_iterate_float64.cpp
426 \li <b>examples/documented/libshogun/parameter_iterate_sgobject.cpp</b>
427 \verbinclude parameter_iterate_sgobject.cpp
429 \li <b>examples/documented/libshogun/parameter_modsel_parameters.cpp</b>
430 \verbinclude parameter_modsel_parameters.cpp
432 \li <b>examples/documented/libshogun/parameter_set_from_parameters.cpp</b>
433 \verbinclude parameter_set_from_parameters.cpp
435 \section libshogun_preprocessor_examples Preprocessor
438 \li <b>examples/documented/libshogun/preprocessor_fisherlda.cpp</b>
439 \verbinclude preprocessor_fisherlda.cpp
441 \li <b>examples/documented/libshogun/preprocessor_randomfouriergauss.cpp</b>
442 \verbinclude preprocessor_randomfouriergauss.cpp
444 \section libshogun_random_examples Random
447 \li <b>examples/documented/libshogun/random_conditional_probability_tree.cpp</b>
448 \verbinclude random_conditional_probability_tree.cpp
450 \li <b>examples/documented/libshogun/random_fourier_features.cpp</b>
451 \verbinclude random_fourier_features.cpp
453 \section libshogun_regression_examples Regression
456 \li <b>examples/documented/libshogun/regression_gaussian_process_ard.cpp</b>
457 \verbinclude regression_gaussian_process_ard.cpp
459 \li <b>examples/documented/libshogun/regression_gaussian_process_fitc.cpp</b>
460 \verbinclude regression_gaussian_process_fitc.cpp
462 \li <b>examples/documented/libshogun/regression_gaussian_process_gaussian.cpp</b>
463 \verbinclude regression_gaussian_process_gaussian.cpp
465 \li <b>examples/documented/libshogun/regression_gaussian_process_laplace.cpp</b>
466 \verbinclude regression_gaussian_process_laplace.cpp
468 \li <b>examples/documented/libshogun/regression_gaussian_process_product.cpp</b>
469 \verbinclude regression_gaussian_process_product.cpp
471 \li <b>examples/documented/libshogun/regression_gaussian_process_simple_exact.cpp</b>
472 \verbinclude regression_gaussian_process_simple_exact.cpp
474 \li <b>examples/documented/libshogun/regression_gaussian_process_sum.cpp</b>
475 \verbinclude regression_gaussian_process_sum.cpp
477 \li <b>examples/documented/libshogun/regression_libsvr.cpp</b>
478 \verbinclude regression_libsvr.cpp
480 \section libshogun_serialization_examples Serialization
483 \li <b>examples/documented/libshogun/serialization_basic_tests.cpp</b>
484 \verbinclude serialization_basic_tests.cpp
486 \li <b>examples/documented/libshogun/serialization_file_formats.cpp</b>
487 \verbinclude serialization_file_formats.cpp
489 \li <b>examples/documented/libshogun/serialization_multiclass_labels.cpp</b>
490 \verbinclude serialization_multiclass_labels.cpp
492 \section libshogun_so_examples So
495 \li <b>examples/documented/libshogun/so_factorgraph.cpp</b>
496 \verbinclude so_factorgraph.cpp
498 \li <b>examples/documented/libshogun/so_fg_model.cpp</b>
499 \verbinclude so_fg_model.cpp
501 \li <b>examples/documented/libshogun/so_fg_multilabel.cpp</b>
502 \verbinclude so_fg_multilabel.cpp
504 \li <b>examples/documented/libshogun/so_hmsvm_mosek_simple.cpp</b>
505 \verbinclude so_hmsvm_mosek_simple.cpp
507 \li <b>examples/documented/libshogun/so_multiclass.cpp</b>
508 \verbinclude so_multiclass.cpp
510 \li <b>examples/documented/libshogun/so_multiclass_BMRM.cpp</b>
511 \verbinclude so_multiclass_BMRM.cpp
513 \li <b>examples/documented/libshogun/so_multilabel.cpp</b>
514 \verbinclude so_multilabel.cpp
516 \section libshogun_splitting_examples Splitting
519 \li <b>examples/documented/libshogun/splitting_LOO_crossvalidation.cpp</b>
520 \verbinclude splitting_LOO_crossvalidation.cpp
522 \li <b>examples/documented/libshogun/splitting_standard_crossvalidation.cpp</b>
523 \verbinclude splitting_standard_crossvalidation.cpp
525 \li <b>examples/documented/libshogun/splitting_stratified_crossvalidation.cpp</b>
526 \verbinclude splitting_stratified_crossvalidation.cpp
528 \section libshogun_statistics.cp_examples Statistics.Cp
531 \li <b>examples/documented/libshogun/statistics.cpp</b>
532 \verbinclude statistics.cpp
534 \section libshogun_statistics_examples Statistics
537 \li <b>examples/documented/libshogun/statistics_hsic.cpp</b>
538 \verbinclude statistics_hsic.cpp
540 \li <b>examples/documented/libshogun/statistics_linear_time_mmd.cpp</b>
541 \verbinclude statistics_linear_time_mmd.cpp
543 \li <b>examples/documented/libshogun/statistics_mmd_kernel_selection.cpp</b>
544 \verbinclude statistics_mmd_kernel_selection.cpp
546 \li <b>examples/documented/libshogun/statistics_quadratic_time_mmd.cpp</b>
547 \verbinclude statistics_quadratic_time_mmd.cpp
549 \section libshogun_streaming_examples Streaming
552 \li <b>examples/documented/libshogun/streaming_from_dense.cpp</b>
553 \verbinclude streaming_from_dense.cpp
555 \li <b>examples/documented/libshogun/streaming_onlineliblinear_dense.cpp</b>
556 \verbinclude streaming_onlineliblinear_dense.cpp
558 \li <b>examples/documented/libshogun/streaming_onlineliblinear_sparse.cpp</b>
559 \verbinclude streaming_onlineliblinear_sparse.cpp
561 \li <b>examples/documented/libshogun/streaming_onlinesvmsgd.cpp</b>
562 \verbinclude streaming_onlinesvmsgd.cpp
564 \li <b>examples/documented/libshogun/streaming_stringfeatures.cpp</b>
565 \verbinclude streaming_stringfeatures.cpp
567 \li <b>examples/documented/libshogun/streaming_vowpalwabbit.cpp</b>
568 \verbinclude streaming_vowpalwabbit.cpp
570 \li <b>examples/documented/libshogun/streaming_vwfeatures.cpp</b>
571 \verbinclude streaming_vwfeatures.cpp
573 \section libshogun_structure_examples Structure
576 \li <b>examples/documented/libshogun/structure_discrete_hmsvm_bmrm.cpp</b>
577 \verbinclude structure_discrete_hmsvm_bmrm.cpp
579 \li <b>examples/documented/libshogun/structure_hmsvm_mosek.cpp</b>
580 \verbinclude structure_hmsvm_mosek.cpp
582 \li <b>examples/documented/libshogun/structure_plif_hmsvm_bmrm.cpp</b>
583 \verbinclude structure_plif_hmsvm_bmrm.cpp
585 \section libshogun_transfer_examples Transfer
588 \li <b>examples/documented/libshogun/transfer_multitaskleastsquaresregression.cpp</b>
589 \verbinclude transfer_multitaskleastsquaresregression.cpp
591 \li <b>examples/documented/libshogun/transfer_multitasklogisticregression.cpp</b>
592 \verbinclude transfer_multitasklogisticregression.cpp
594 \section libshogun_variational_examples Variational
597 \li <b>examples/documented/libshogun/variational_approx_example.cpp</b>
598 \verbinclude variational_approx_example.cpp