/*! \page python_modular_examples Examples for Python Modular Interface

This page lists ready to run shogun examples for the Python Modular interface.

\li \subpage python_modular_classifier_examples 
\li \subpage python_modular_clustering_examples 
\li \subpage python_modular_distance_examples 
\li \subpage python_modular_distribution_examples 
\li \subpage python_modular_features_examples 
\li \subpage python_modular_kernel_examples 
\li \subpage python_modular_mkl_examples 
\li \subpage python_modular_preproc_examples 
\li \subpage python_modular_regression_examples 
\li \subpage python_modular_serialization_examples 
\li \subpage python_modular_structure_examples 
\li \subpage python_modular_tests_examples 

To run the examples issue
\verbatim
python name_of_example.py
\endverbatim

\section python_modular_classifier_examples Classifier


\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_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_libsvmmulticlass_modular.py</b>
\verbinclude classifier_libsvmmulticlass_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_perceptron_modular.py</b>
\verbinclude classifier_perceptron_modular.py

\li <b>../examples/documented/python_modular/classifier_subgradientsvm_modular.py</b>
\verbinclude classifier_subgradientsvm_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_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_euclidian_modular.py</b>
\verbinclude distance_euclidian_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_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

\section python_modular_features_examples Features


\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_simple_byte_modular.py</b>
\verbinclude features_simple_byte_modular.py

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

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

\li <b>../examples/documented/python_modular/features_simple_real_modular.py</b>
\verbinclude features_simple_real_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_auc_modular.py</b>
\verbinclude kernel_auc_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_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_distance_modular.py</b>
\verbinclude kernel_distance_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_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_match_word_string_modular.py</b>
\verbinclude kernel_match_word_string_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_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_top_modular.py</b>
\verbinclude kernel_top_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_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

\section python_modular_preproc_examples Preproc


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

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

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

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

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

\section python_modular_regression_examples Regression


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

\section python_modular_serialization_examples Serialization


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

\section python_modular_structure_examples Structure


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