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/*! \page python_modular_examples Python模块化接口例子

本页面包含了所有Python模块化接口的例子。

\li \subpage python_modular_classifier_examples 
\li \subpage python_modular_clustering_examples 
\li \subpage python_modular_converter_examples 
\li \subpage python_modular_distance_examples 
\li \subpage python_modular_distribution_examples 
\li \subpage python_modular_evaluation_examples 
\li \subpage python_modular_features_examples 
\li \subpage python_modular_kernel_examples 
\li \subpage python_modular_labels_examples 
\li \subpage python_modular_library_examples 
\li \subpage python_modular_mathematics_examples 
\li \subpage python_modular_metric_examples 
\li \subpage python_modular_mkl_examples 
\li \subpage python_modular_modelselection_examples 
\li \subpage python_modular_multiclass_examples 
\li \subpage python_modular_neuralnets_examples 
\li \subpage python_modular_preprocessor_examples 
\li \subpage python_modular_regression_examples 
\li \subpage python_modular_serialization_examples 
\li \subpage python_modular_so_examples 
\li \subpage python_modular_statistics_examples 
\li \subpage python_modular_stochasticgbmachine_examples 
\li \subpage python_modular_streaming_examples 
\li \subpage python_modular_structure_examples 
\li \subpage python_modular_tests_examples 
\li \subpage python_modular_transfer_examples 
\li \subpage python_modular_variational_examples 

要运行这些例子只需要
\verbatim
python name_of_example.py
\endverbatim

\section python_modular_classifier_examples Classifier


\li <b>examples/documented/python_modular/classifier_averaged_perceptron_modular.py</b>
\verbinclude classifier_averaged_perceptron_modular.py

\li <b>examples/documented/python_modular/classifier_custom_kernel_modular.py</b>
\verbinclude classifier_custom_kernel_modular.py

\li <b>examples/documented/python_modular/classifier_domainadaptationsvm_modular.py</b>
\verbinclude classifier_domainadaptationsvm_modular.py

\li <b>examples/documented/python_modular/classifier_featureblock_logistic_regression.py</b>
\verbinclude classifier_featureblock_logistic_regression.py

\li <b>examples/documented/python_modular/classifier_gaussiannaivebayes_modular.py</b>
\verbinclude classifier_gaussiannaivebayes_modular.py

\li <b>examples/documented/python_modular/classifier_gmnpsvm_modular.py</b>
\verbinclude classifier_gmnpsvm_modular.py

\li <b>examples/documented/python_modular/classifier_gpbtsvm_modular.py</b>
\verbinclude classifier_gpbtsvm_modular.py

\li <b>examples/documented/python_modular/classifier_knn_modular.py</b>
\verbinclude classifier_knn_modular.py

\li <b>examples/documented/python_modular/classifier_larank_modular.py</b>
\verbinclude classifier_larank_modular.py

\li <b>examples/documented/python_modular/classifier_lda_modular.py</b>
\verbinclude classifier_lda_modular.py

\li <b>examples/documented/python_modular/classifier_liblinear_modular.py</b>
\verbinclude classifier_liblinear_modular.py

\li <b>examples/documented/python_modular/classifier_libsvm_minimal_modular.py</b>
\verbinclude classifier_libsvm_minimal_modular.py

\li <b>examples/documented/python_modular/classifier_libsvm_modular.py</b>
\verbinclude classifier_libsvm_modular.py

\li <b>examples/documented/python_modular/classifier_libsvmoneclass_modular.py</b>
\verbinclude classifier_libsvmoneclass_modular.py

\li <b>examples/documented/python_modular/classifier_mpdsvm_modular.py</b>
\verbinclude classifier_mpdsvm_modular.py

\li <b>examples/documented/python_modular/classifier_multiclass_ecoc.py</b>
\verbinclude classifier_multiclass_ecoc.py

\li <b>examples/documented/python_modular/classifier_multiclass_ecoc_discriminant.py</b>
\verbinclude classifier_multiclass_ecoc_discriminant.py

\li <b>examples/documented/python_modular/classifier_multiclass_ecoc_ovr.py</b>
\verbinclude classifier_multiclass_ecoc_ovr.py

\li <b>examples/documented/python_modular/classifier_multiclass_ecoc_random.py</b>
\verbinclude classifier_multiclass_ecoc_random.py

\li <b>examples/documented/python_modular/classifier_multiclass_relaxedtree.py</b>
\verbinclude classifier_multiclass_relaxedtree.py

\li <b>examples/documented/python_modular/classifier_multiclass_shareboost.py</b>
\verbinclude classifier_multiclass_shareboost.py

\li <b>examples/documented/python_modular/classifier_multiclassliblinear_modular.py</b>
\verbinclude classifier_multiclassliblinear_modular.py

\li <b>examples/documented/python_modular/classifier_multiclasslibsvm_modular.py</b>
\verbinclude classifier_multiclasslibsvm_modular.py

\li <b>examples/documented/python_modular/classifier_multiclasslinearmachine_modular.py</b>
\verbinclude classifier_multiclasslinearmachine_modular.py

\li <b>examples/documented/python_modular/classifier_multiclasslogisticregression_modular.py</b>
\verbinclude classifier_multiclasslogisticregression_modular.py

\li <b>examples/documented/python_modular/classifier_multiclassmachine_modular.py</b>
\verbinclude classifier_multiclassmachine_modular.py

\li <b>examples/documented/python_modular/classifier_multiclassocas_modular.py</b>
\verbinclude classifier_multiclassocas_modular.py

\li <b>examples/documented/python_modular/classifier_multilabeloutputliblinear_modular.py</b>
\verbinclude classifier_multilabeloutputliblinear_modular.py

\li <b>examples/documented/python_modular/classifier_perceptron_modular.py</b>
\verbinclude classifier_perceptron_modular.py

\li <b>examples/documented/python_modular/classifier_qda_modular.py</b>
\verbinclude classifier_qda_modular.py

\li <b>examples/documented/python_modular/classifier_ssk_modular.py</b>
\verbinclude classifier_ssk_modular.py

\li <b>examples/documented/python_modular/classifier_svmlight_batch_linadd_modular.py</b>
\verbinclude classifier_svmlight_batch_linadd_modular.py

\li <b>examples/documented/python_modular/classifier_svmlight_linear_term_modular.py</b>
\verbinclude classifier_svmlight_linear_term_modular.py

\li <b>examples/documented/python_modular/classifier_svmlight_modular.py</b>
\verbinclude classifier_svmlight_modular.py

\li <b>examples/documented/python_modular/classifier_svmlin_modular.py</b>
\verbinclude classifier_svmlin_modular.py

\li <b>examples/documented/python_modular/classifier_svmocas_modular.py</b>
\verbinclude classifier_svmocas_modular.py

\li <b>examples/documented/python_modular/classifier_svmsgd_modular.py</b>
\verbinclude classifier_svmsgd_modular.py

\section python_modular_clustering_examples Clustering


\li <b>examples/documented/python_modular/clustering_hierarchical_modular.py</b>
\verbinclude clustering_hierarchical_modular.py

\li <b>examples/documented/python_modular/clustering_kmeans_modular.py</b>
\verbinclude clustering_kmeans_modular.py

\section python_modular_converter_examples Converter


\li <b>examples/documented/python_modular/converter_diffusionmaps_modular.py</b>
\verbinclude converter_diffusionmaps_modular.py

\li <b>examples/documented/python_modular/converter_factoranalysis_modular.py</b>
\verbinclude converter_factoranalysis_modular.py

\li <b>examples/documented/python_modular/converter_hasheddoc_modular.py</b>
\verbinclude converter_hasheddoc_modular.py

\li <b>examples/documented/python_modular/converter_hessianlocallylinearembedding_modular.py</b>
\verbinclude converter_hessianlocallylinearembedding_modular.py

\li <b>examples/documented/python_modular/converter_isomap_modular.py</b>
\verbinclude converter_isomap_modular.py

\li <b>examples/documented/python_modular/converter_kernellocallylinearembedding_modular.py</b>
\verbinclude converter_kernellocallylinearembedding_modular.py

\li <b>examples/documented/python_modular/converter_laplacianeigenmaps_modular.py</b>
\verbinclude converter_laplacianeigenmaps_modular.py

\li <b>examples/documented/python_modular/converter_linearlocaltangentspacealignment_modular.py</b>
\verbinclude converter_linearlocaltangentspacealignment_modular.py

\li <b>examples/documented/python_modular/converter_localitypreservingprojections_modular.py</b>
\verbinclude converter_localitypreservingprojections_modular.py

\li <b>examples/documented/python_modular/converter_locallylinearembedding_modular.py</b>
\verbinclude converter_locallylinearembedding_modular.py

\li <b>examples/documented/python_modular/converter_localtangentspacealignment_modular.py</b>
\verbinclude converter_localtangentspacealignment_modular.py

\li <b>examples/documented/python_modular/converter_multidimensionalscaling_modular.py</b>
\verbinclude converter_multidimensionalscaling_modular.py

\li <b>examples/documented/python_modular/converter_stochasticproximityembedding_modular.py</b>
\verbinclude converter_stochasticproximityembedding_modular.py

\li <b>examples/documented/python_modular/converter_tdistributedstochasticneighborembedding_modular.py</b>
\verbinclude converter_tdistributedstochasticneighborembedding_modular.py

\section python_modular_distance_examples Distance


\li <b>examples/documented/python_modular/distance_braycurtis_modular.py</b>
\verbinclude distance_braycurtis_modular.py

\li <b>examples/documented/python_modular/distance_canberra_modular.py</b>
\verbinclude distance_canberra_modular.py

\li <b>examples/documented/python_modular/distance_canberraword_modular.py</b>
\verbinclude distance_canberraword_modular.py

\li <b>examples/documented/python_modular/distance_chebyshew_modular.py</b>
\verbinclude distance_chebyshew_modular.py

\li <b>examples/documented/python_modular/distance_chisquare_modular.py</b>
\verbinclude distance_chisquare_modular.py

\li <b>examples/documented/python_modular/distance_cosine_modular.py</b>
\verbinclude distance_cosine_modular.py

\li <b>examples/documented/python_modular/distance_director_euclidean_modular.py</b>
\verbinclude distance_director_euclidean_modular.py

\li <b>examples/documented/python_modular/distance_euclidean_modular.py</b>
\verbinclude distance_euclidean_modular.py

\li <b>examples/documented/python_modular/distance_geodesic_modular.py</b>
\verbinclude distance_geodesic_modular.py

\li <b>examples/documented/python_modular/distance_hammingword_modular.py</b>
\verbinclude distance_hammingword_modular.py

\li <b>examples/documented/python_modular/distance_jensen_modular.py</b>
\verbinclude distance_jensen_modular.py

\li <b>examples/documented/python_modular/distance_mahalanobis_modular.py</b>
\verbinclude distance_mahalanobis_modular.py

\li <b>examples/documented/python_modular/distance_manhatten_modular.py</b>
\verbinclude distance_manhatten_modular.py

\li <b>examples/documented/python_modular/distance_manhattenword_modular.py</b>
\verbinclude distance_manhattenword_modular.py

\li <b>examples/documented/python_modular/distance_minkowski_modular.py</b>
\verbinclude distance_minkowski_modular.py

\li <b>examples/documented/python_modular/distance_normsquared_modular.py</b>
\verbinclude distance_normsquared_modular.py

\li <b>examples/documented/python_modular/distance_sparseeuclidean_modular.py</b>
\verbinclude distance_sparseeuclidean_modular.py

\li <b>examples/documented/python_modular/distance_tanimoto_modular.py</b>
\verbinclude distance_tanimoto_modular.py

\section python_modular_distribution_examples Distribution


\li <b>examples/documented/python_modular/distribution_histogram_modular.py</b>
\verbinclude distribution_histogram_modular.py

\li <b>examples/documented/python_modular/distribution_hmm_modular.py</b>
\verbinclude distribution_hmm_modular.py

\li <b>examples/documented/python_modular/distribution_linearhmm_modular.py</b>
\verbinclude distribution_linearhmm_modular.py

\li <b>examples/documented/python_modular/distribution_ppwm_modular.py</b>
\verbinclude distribution_ppwm_modular.py

\section python_modular_evaluation_examples Evaluation


\li <b>examples/documented/python_modular/evaluation_clustering.py</b>
\verbinclude evaluation_clustering.py

\li <b>examples/documented/python_modular/evaluation_clustering_simple.py</b>
\verbinclude evaluation_clustering_simple.py

\li <b>examples/documented/python_modular/evaluation_contingencytableevaluation_modular.py</b>
\verbinclude evaluation_contingencytableevaluation_modular.py

\li <b>examples/documented/python_modular/evaluation_cross_validation_classification.py</b>
\verbinclude evaluation_cross_validation_classification.py

\li <b>examples/documented/python_modular/evaluation_cross_validation_mkl_weight_storage.py</b>
\verbinclude evaluation_cross_validation_mkl_weight_storage.py

\li <b>examples/documented/python_modular/evaluation_cross_validation_multiclass_storage.py</b>
\verbinclude evaluation_cross_validation_multiclass_storage.py

\li <b>examples/documented/python_modular/evaluation_cross_validation_regression.py</b>
\verbinclude evaluation_cross_validation_regression.py

\li <b>examples/documented/python_modular/evaluation_director_contingencytableevaluation_modular.py</b>
\verbinclude evaluation_director_contingencytableevaluation_modular.py

\li <b>examples/documented/python_modular/evaluation_meansquarederror_modular.py</b>
\verbinclude evaluation_meansquarederror_modular.py

\li <b>examples/documented/python_modular/evaluation_meansquaredlogerror_modular.py</b>
\verbinclude evaluation_meansquaredlogerror_modular.py

\li <b>examples/documented/python_modular/evaluation_multiclassaccuracy_modular.py</b>
\verbinclude evaluation_multiclassaccuracy_modular.py

\li <b>examples/documented/python_modular/evaluation_multiclassovrevaluation_modular.py</b>
\verbinclude evaluation_multiclassovrevaluation_modular.py

\li <b>examples/documented/python_modular/evaluation_prcevaluation_modular.py</b>
\verbinclude evaluation_prcevaluation_modular.py

\li <b>examples/documented/python_modular/evaluation_rocevaluation_modular.py</b>
\verbinclude evaluation_rocevaluation_modular.py

\li <b>examples/documented/python_modular/evaluation_thresholds_modular.py</b>
\verbinclude evaluation_thresholds_modular.py

\section python_modular_features_examples Features


\li <b>examples/documented/python_modular/features_binned_dot_modular.py</b>
\verbinclude features_binned_dot_modular.py

\li <b>examples/documented/python_modular/features_dense_byte_modular.py</b>
\verbinclude features_dense_byte_modular.py

\li <b>examples/documented/python_modular/features_dense_io_modular.py</b>
\verbinclude features_dense_io_modular.py

\li <b>examples/documented/python_modular/features_dense_longint_modular.py</b>
\verbinclude features_dense_longint_modular.py

\li <b>examples/documented/python_modular/features_dense_modular.py</b>
\verbinclude features_dense_modular.py

\li <b>examples/documented/python_modular/features_dense_protocols_modular.py</b>
\verbinclude features_dense_protocols_modular.py

\li <b>examples/documented/python_modular/features_dense_real_modular.py</b>
\verbinclude features_dense_real_modular.py

\li <b>examples/documented/python_modular/features_dense_zero_copy_modular.py</b>
\verbinclude features_dense_zero_copy_modular.py

\li <b>examples/documented/python_modular/features_director_dot_modular.py</b>
\verbinclude features_director_dot_modular.py

\li <b>examples/documented/python_modular/features_hasheddocdot_modular.py</b>
\verbinclude features_hasheddocdot_modular.py

\li <b>examples/documented/python_modular/features_io_modular.py</b>
\verbinclude features_io_modular.py

\li <b>examples/documented/python_modular/features_read_svmlight_format_modular.py</b>
\verbinclude features_read_svmlight_format_modular.py

\li <b>examples/documented/python_modular/features_snp_modular.py</b>
\verbinclude features_snp_modular.py

\li <b>examples/documented/python_modular/features_sparse_modular.py</b>
\verbinclude features_sparse_modular.py

\li <b>examples/documented/python_modular/features_string_char_compressed_modular.py</b>
\verbinclude features_string_char_compressed_modular.py

\li <b>examples/documented/python_modular/features_string_char_modular.py</b>
\verbinclude features_string_char_modular.py

\li <b>examples/documented/python_modular/features_string_file_char_modular.py</b>
\verbinclude features_string_file_char_modular.py

\li <b>examples/documented/python_modular/features_string_file_modular.py</b>
\verbinclude features_string_file_modular.py

\li <b>examples/documented/python_modular/features_string_hashed_wd_modular.py</b>
\verbinclude features_string_hashed_wd_modular.py

\li <b>examples/documented/python_modular/features_string_sliding_window_modular.py</b>
\verbinclude features_string_sliding_window_modular.py

\li <b>examples/documented/python_modular/features_string_ulong_modular.py</b>
\verbinclude features_string_ulong_modular.py

\li <b>examples/documented/python_modular/features_string_word_modular.py</b>
\verbinclude features_string_word_modular.py

\section python_modular_kernel_examples Kernel


\li <b>examples/documented/python_modular/kernel_anova_modular.py</b>
\verbinclude kernel_anova_modular.py

\li <b>examples/documented/python_modular/kernel_auc_modular.py</b>
\verbinclude kernel_auc_modular.py

\li <b>examples/documented/python_modular/kernel_cauchy_modular.py</b>
\verbinclude kernel_cauchy_modular.py

\li <b>examples/documented/python_modular/kernel_chi2_modular.py</b>
\verbinclude kernel_chi2_modular.py

\li <b>examples/documented/python_modular/kernel_circular_modular.py</b>
\verbinclude kernel_circular_modular.py

\li <b>examples/documented/python_modular/kernel_combined_custom_poly_modular.py</b>
\verbinclude kernel_combined_custom_poly_modular.py

\li <b>examples/documented/python_modular/kernel_combined_modular.py</b>
\verbinclude kernel_combined_modular.py

\li <b>examples/documented/python_modular/kernel_comm_ulong_string_modular.py</b>
\verbinclude kernel_comm_ulong_string_modular.py

\li <b>examples/documented/python_modular/kernel_comm_word_string_modular.py</b>
\verbinclude kernel_comm_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_const_modular.py</b>
\verbinclude kernel_const_modular.py

\li <b>examples/documented/python_modular/kernel_custom_modular.py</b>
\verbinclude kernel_custom_modular.py

\li <b>examples/documented/python_modular/kernel_diag_modular.py</b>
\verbinclude kernel_diag_modular.py

\li <b>examples/documented/python_modular/kernel_director_linear_modular.py</b>
\verbinclude kernel_director_linear_modular.py

\li <b>examples/documented/python_modular/kernel_distance_modular.py</b>
\verbinclude kernel_distance_modular.py

\li <b>examples/documented/python_modular/kernel_distantsegments_modular.py</b>
\verbinclude kernel_distantsegments_modular.py

\li <b>examples/documented/python_modular/kernel_exponential_modular.py</b>
\verbinclude kernel_exponential_modular.py

\li <b>examples/documented/python_modular/kernel_fisher_modular.py</b>
\verbinclude kernel_fisher_modular.py

\li <b>examples/documented/python_modular/kernel_fixed_degree_string_modular.py</b>
\verbinclude kernel_fixed_degree_string_modular.py

\li <b>examples/documented/python_modular/kernel_gaussian_modular.py</b>
\verbinclude kernel_gaussian_modular.py

\li <b>examples/documented/python_modular/kernel_gaussian_shift_modular.py</b>
\verbinclude kernel_gaussian_shift_modular.py

\li <b>examples/documented/python_modular/kernel_histogram_word_string_modular.py</b>
\verbinclude kernel_histogram_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_inversemultiquadric_modular.py</b>
\verbinclude kernel_inversemultiquadric_modular.py

\li <b>examples/documented/python_modular/kernel_io_modular.py</b>
\verbinclude kernel_io_modular.py

\li <b>examples/documented/python_modular/kernel_linear_byte_modular.py</b>
\verbinclude kernel_linear_byte_modular.py

\li <b>examples/documented/python_modular/kernel_linear_modular.py</b>
\verbinclude kernel_linear_modular.py

\li <b>examples/documented/python_modular/kernel_linear_string_modular.py</b>
\verbinclude kernel_linear_string_modular.py

\li <b>examples/documented/python_modular/kernel_linear_word_modular.py</b>
\verbinclude kernel_linear_word_modular.py

\li <b>examples/documented/python_modular/kernel_local_alignment_string_modular.py</b>
\verbinclude kernel_local_alignment_string_modular.py

\li <b>examples/documented/python_modular/kernel_locality_improved_string_modular.py</b>
\verbinclude kernel_locality_improved_string_modular.py

\li <b>examples/documented/python_modular/kernel_log_modular.py</b>
\verbinclude kernel_log_modular.py

\li <b>examples/documented/python_modular/kernel_match_word_string_modular.py</b>
\verbinclude kernel_match_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_multiquadric_modular.py</b>
\verbinclude kernel_multiquadric_modular.py

\li <b>examples/documented/python_modular/kernel_oligo_string_modular.py</b>
\verbinclude kernel_oligo_string_modular.py

\li <b>examples/documented/python_modular/kernel_poly_match_string_modular.py</b>
\verbinclude kernel_poly_match_string_modular.py

\li <b>examples/documented/python_modular/kernel_poly_match_word_string_modular.py</b>
\verbinclude kernel_poly_match_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_poly_modular.py</b>
\verbinclude kernel_poly_modular.py

\li <b>examples/documented/python_modular/kernel_power_modular.py</b>
\verbinclude kernel_power_modular.py

\li <b>examples/documented/python_modular/kernel_rationalquadratic_modular.py</b>
\verbinclude kernel_rationalquadratic_modular.py

\li <b>examples/documented/python_modular/kernel_salzberg_word_string_modular.py</b>
\verbinclude kernel_salzberg_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_sigmoid_modular.py</b>
\verbinclude kernel_sigmoid_modular.py

\li <b>examples/documented/python_modular/kernel_simple_locality_improved_string_modular.py</b>
\verbinclude kernel_simple_locality_improved_string_modular.py

\li <b>examples/documented/python_modular/kernel_sparse_gaussian_modular.py</b>
\verbinclude kernel_sparse_gaussian_modular.py

\li <b>examples/documented/python_modular/kernel_sparse_linear_modular.py</b>
\verbinclude kernel_sparse_linear_modular.py

\li <b>examples/documented/python_modular/kernel_sparse_poly_modular.py</b>
\verbinclude kernel_sparse_poly_modular.py

\li <b>examples/documented/python_modular/kernel_spherical_modular.py</b>
\verbinclude kernel_spherical_modular.py

\li <b>examples/documented/python_modular/kernel_spline_modular.py</b>
\verbinclude kernel_spline_modular.py

\li <b>examples/documented/python_modular/kernel_ssk_string_modular.py</b>
\verbinclude kernel_ssk_string_modular.py

\li <b>examples/documented/python_modular/kernel_top_modular.py</b>
\verbinclude kernel_top_modular.py

\li <b>examples/documented/python_modular/kernel_tstudent_modular.py</b>
\verbinclude kernel_tstudent_modular.py

\li <b>examples/documented/python_modular/kernel_wave_modular.py</b>
\verbinclude kernel_wave_modular.py

\li <b>examples/documented/python_modular/kernel_wavelet_modular.py</b>
\verbinclude kernel_wavelet_modular.py

\li <b>examples/documented/python_modular/kernel_weighted_comm_word_string_modular.py</b>
\verbinclude kernel_weighted_comm_word_string_modular.py

\li <b>examples/documented/python_modular/kernel_weighted_degree_position_string_modular.py</b>
\verbinclude kernel_weighted_degree_position_string_modular.py

\li <b>examples/documented/python_modular/kernel_weighted_degree_string_modular.py</b>
\verbinclude kernel_weighted_degree_string_modular.py

\section python_modular_labels_examples Labels


\li <b>examples/documented/python_modular/labels_io_modular.py</b>
\verbinclude labels_io_modular.py

\section python_modular_library_examples Library


\li <b>examples/documented/python_modular/library_fisher2x3_modular.py</b>
\verbinclude library_fisher2x3_modular.py

\li <b>examples/documented/python_modular/library_time.py</b>
\verbinclude library_time.py

\section python_modular_mathematics_examples Mathematics


\li <b>examples/documented/python_modular/mathematics_linsolver_cg.py</b>
\verbinclude mathematics_linsolver_cg.py

\li <b>examples/documented/python_modular/mathematics_logdet.py</b>
\verbinclude mathematics_logdet.py

\li <b>examples/documented/python_modular/mathematics_sparseinversecovariance_modular.py</b>
\verbinclude mathematics_sparseinversecovariance_modular.py

\section python_modular_metric_examples Metric


\li <b>examples/documented/python_modular/metric_lmnn_modular.py</b>
\verbinclude metric_lmnn_modular.py

\section python_modular_mkl_examples Mkl


\li <b>examples/documented/python_modular/mkl_binclass_modular.py</b>
\verbinclude mkl_binclass_modular.py

\li <b>examples/documented/python_modular/mkl_multiclass_modular.py</b>
\verbinclude mkl_multiclass_modular.py

\li <b>examples/documented/python_modular/mkl_regression_modular.py</b>
\verbinclude mkl_regression_modular.py

\section python_modular_modelselection_examples Modelselection


\li <b>examples/documented/python_modular/modelselection_grid_search_kernel.py</b>
\verbinclude modelselection_grid_search_kernel.py

\li <b>examples/documented/python_modular/modelselection_grid_search_krr_modular.py</b>
\verbinclude modelselection_grid_search_krr_modular.py

\li <b>examples/documented/python_modular/modelselection_grid_search_liblinear_modular.py</b>
\verbinclude modelselection_grid_search_liblinear_modular.py

\li <b>examples/documented/python_modular/modelselection_grid_search_libsvr_modular.py</b>
\verbinclude modelselection_grid_search_libsvr_modular.py

\li <b>examples/documented/python_modular/modelselection_parameter_tree_modular.py</b>
\verbinclude modelselection_parameter_tree_modular.py

\li <b>examples/documented/python_modular/modelselection_random_search_liblinear_modular.py</b>
\verbinclude modelselection_random_search_liblinear_modular.py

\section python_modular_multiclass_examples Multiclass


\li <b>examples/documented/python_modular/multiclass_c45classifiertree_modular.py</b>
\verbinclude multiclass_c45classifiertree_modular.py

\li <b>examples/documented/python_modular/multiclass_cartree_modular.py</b>
\verbinclude multiclass_cartree_modular.py

\li <b>examples/documented/python_modular/multiclass_chaidtree_modular.py</b>
\verbinclude multiclass_chaidtree_modular.py

\li <b>examples/documented/python_modular/multiclass_gp_modular.py</b>
\verbinclude multiclass_gp_modular.py

\li <b>examples/documented/python_modular/multiclass_id3classifiertree_modular.py</b>
\verbinclude multiclass_id3classifiertree_modular.py

\li <b>examples/documented/python_modular/multiclass_randomforest_modular.py</b>
\verbinclude multiclass_randomforest_modular.py

\section python_modular_neuralnets_examples Neuralnets


\li <b>examples/documented/python_modular/neuralnets_simple_modular.py</b>
\verbinclude neuralnets_simple_modular.py

\section python_modular_preprocessor_examples Preprocessor


\li <b>examples/documented/python_modular/preprocessor_dimensionreductionpreprocessor_modular.py</b>
\verbinclude preprocessor_dimensionreductionpreprocessor_modular.py

\li <b>examples/documented/python_modular/preprocessor_fisherlda_modular.py</b>
\verbinclude preprocessor_fisherlda_modular.py

\li <b>examples/documented/python_modular/preprocessor_kernelpca_modular.py</b>
\verbinclude preprocessor_kernelpca_modular.py

\li <b>examples/documented/python_modular/preprocessor_logplusone_modular.py</b>
\verbinclude preprocessor_logplusone_modular.py

\li <b>examples/documented/python_modular/preprocessor_normone_modular.py</b>
\verbinclude preprocessor_normone_modular.py

\li <b>examples/documented/python_modular/preprocessor_pca_modular.py</b>
\verbinclude preprocessor_pca_modular.py

\li <b>examples/documented/python_modular/preprocessor_prunevarsubmean_modular.py</b>
\verbinclude preprocessor_prunevarsubmean_modular.py

\li <b>examples/documented/python_modular/preprocessor_randomfouriergausspreproc_modular.py</b>
\verbinclude preprocessor_randomfouriergausspreproc_modular.py

\li <b>examples/documented/python_modular/preprocessor_sortulongstring_modular.py</b>
\verbinclude preprocessor_sortulongstring_modular.py

\li <b>examples/documented/python_modular/preprocessor_sortwordstring_modular.py</b>
\verbinclude preprocessor_sortwordstring_modular.py

\section python_modular_regression_examples Regression


\li <b>examples/documented/python_modular/regression_cartree_modular.py</b>
\verbinclude regression_cartree_modular.py

\li <b>examples/documented/python_modular/regression_chaidtree_modular.py</b>
\verbinclude regression_chaidtree_modular.py

\li <b>examples/documented/python_modular/regression_gaussian_process_modular.py</b>
\verbinclude regression_gaussian_process_modular.py

\li <b>examples/documented/python_modular/regression_kernel_ridge_modular.py</b>
\verbinclude regression_kernel_ridge_modular.py

\li <b>examples/documented/python_modular/regression_least_squares_modular.py</b>
\verbinclude regression_least_squares_modular.py

\li <b>examples/documented/python_modular/regression_libsvr_modular.py</b>
\verbinclude regression_libsvr_modular.py

\li <b>examples/documented/python_modular/regression_linear_ridge_modular.py</b>
\verbinclude regression_linear_ridge_modular.py

\li <b>examples/documented/python_modular/regression_randomforest_modular.py</b>
\verbinclude regression_randomforest_modular.py

\li <b>examples/documented/python_modular/regression_svrlight_modular.py</b>
\verbinclude regression_svrlight_modular.py

\section python_modular_serialization_examples Serialization


\li <b>examples/documented/python_modular/serialization_complex_example.py</b>
\verbinclude serialization_complex_example.py

\li <b>examples/documented/python_modular/serialization_matrix_modular.py</b>
\verbinclude serialization_matrix_modular.py

\li <b>examples/documented/python_modular/serialization_string_kernels_modular.py</b>
\verbinclude serialization_string_kernels_modular.py

\li <b>examples/documented/python_modular/serialization_svmlight_modular.py</b>
\verbinclude serialization_svmlight_modular.py

\section python_modular_so_examples So


\li <b>examples/documented/python_modular/so_multiclass.py</b>
\verbinclude so_multiclass.py

\section python_modular_statistics_examples Statistics


\li <b>examples/documented/python_modular/statistics_hsic.py</b>
\verbinclude statistics_hsic.py

\li <b>examples/documented/python_modular/statistics_kmm.py</b>
\verbinclude statistics_kmm.py

\li <b>examples/documented/python_modular/statistics_linear_time_mmd.py</b>
\verbinclude statistics_linear_time_mmd.py

\li <b>examples/documented/python_modular/statistics_mmd_kernel_selection_combined.py</b>
\verbinclude statistics_mmd_kernel_selection_combined.py

\li <b>examples/documented/python_modular/statistics_mmd_kernel_selection_single.py</b>
\verbinclude statistics_mmd_kernel_selection_single.py

\li <b>examples/documented/python_modular/statistics_quadratic_time_mmd.py</b>
\verbinclude statistics_quadratic_time_mmd.py

\section python_modular_stochasticgbmachine_examples Stochasticgbmachine


\li <b>examples/documented/python_modular/stochasticgbmachine_modular.py</b>
\verbinclude stochasticgbmachine_modular.py

\section python_modular_streaming_examples Streaming


\li <b>examples/documented/python_modular/streaming_vw_createcache_modular.py</b>
\verbinclude streaming_vw_createcache_modular.py

\li <b>examples/documented/python_modular/streaming_vw_modular.py</b>
\verbinclude streaming_vw_modular.py

\section python_modular_structure_examples Structure


\li <b>examples/documented/python_modular/structure_discrete_hmsvm_bmrm.py</b>
\verbinclude structure_discrete_hmsvm_bmrm.py

\li <b>examples/documented/python_modular/structure_discrete_hmsvm_mosek.py</b>
\verbinclude structure_discrete_hmsvm_mosek.py

\li <b>examples/documented/python_modular/structure_dynprog_modular.py</b>
\verbinclude structure_dynprog_modular.py

\li <b>examples/documented/python_modular/structure_factor_graph_model.py</b>
\verbinclude structure_factor_graph_model.py

\li <b>examples/documented/python_modular/structure_graphcuts.py</b>
\verbinclude structure_graphcuts.py

\li <b>examples/documented/python_modular/structure_hierarchical_multilabel_classification.py</b>
\verbinclude structure_hierarchical_multilabel_classification.py

\li <b>examples/documented/python_modular/structure_multiclass_bmrm.py</b>
\verbinclude structure_multiclass_bmrm.py

\li <b>examples/documented/python_modular/structure_plif_hmsvm_bmrm.py</b>
\verbinclude structure_plif_hmsvm_bmrm.py

\li <b>examples/documented/python_modular/structure_plif_hmsvm_mosek.py</b>
\verbinclude structure_plif_hmsvm_mosek.py

\section python_modular_tests_examples Tests


\li <b>examples/documented/python_modular/tests_check_commwordkernel_memleak_modular.py</b>
\verbinclude tests_check_commwordkernel_memleak_modular.py

\section python_modular_transfer_examples Transfer


\li <b>examples/documented/python_modular/transfer_multitask_clustered_logistic_regression.py</b>
\verbinclude transfer_multitask_clustered_logistic_regression.py

\li <b>examples/documented/python_modular/transfer_multitask_l12_logistic_regression.py</b>
\verbinclude transfer_multitask_l12_logistic_regression.py

\li <b>examples/documented/python_modular/transfer_multitask_leastsquares_regression.py</b>
\verbinclude transfer_multitask_leastsquares_regression.py

\li <b>examples/documented/python_modular/transfer_multitask_logistic_regression.py</b>
\verbinclude transfer_multitask_logistic_regression.py

\li <b>examples/documented/python_modular/transfer_multitask_trace_logistic_regression.py</b>
\verbinclude transfer_multitask_trace_logistic_regression.py

\section python_modular_variational_examples Variational


\li <b>examples/documented/python_modular/variational_classifier_modular.py</b>
\verbinclude variational_classifier_modular.py
*/