1 /*! \page python_static_examples Examples for Static Python Interface
3 This page lists ready to run shogun examples for the Static Python interface.
5 \li \subpage python_static_classifier_examples
6 \li \subpage python_static_clustering_examples
7 \li \subpage python_static_distance_examples
8 \li \subpage python_static_distribution_examples
9 \li \subpage python_static_kernel_examples
10 \li \subpage python_static_mkl_examples
11 \li \subpage python_static_multiclass_examples
12 \li \subpage python_static_preproc_examples
13 \li \subpage python_static_regression_examples
15 To run the examples issue
17 python name_of_example.py
20 \section python_static_classifier_examples Classifier
23 \li <b>examples/documented/python_static/classifier_gpbtsvm.py</b>
24 \verbinclude classifier_gpbtsvm.py
26 \li <b>examples/documented/python_static/classifier_knn.py</b>
27 \verbinclude classifier_knn.py
29 \li <b>examples/documented/python_static/classifier_lda.py</b>
30 \verbinclude classifier_lda.py
32 \li <b>examples/documented/python_static/classifier_libsvm.py</b>
33 \verbinclude classifier_libsvm.py
35 \li <b>examples/documented/python_static/classifier_libsvmoneclass.py</b>
36 \verbinclude classifier_libsvmoneclass.py
38 \li <b>examples/documented/python_static/classifier_mpdsvm.py</b>
39 \verbinclude classifier_mpdsvm.py
41 \li <b>examples/documented/python_static/classifier_perceptron.py</b>
42 \verbinclude classifier_perceptron.py
44 \li <b>examples/documented/python_static/classifier_svmlight.py</b>
45 \verbinclude classifier_svmlight.py
47 \section python_static_clustering_examples Clustering
50 \li <b>examples/documented/python_static/clustering_hierarchical.py</b>
51 \verbinclude clustering_hierarchical.py
53 \li <b>examples/documented/python_static/clustering_kmeans.py</b>
54 \verbinclude clustering_kmeans.py
56 \section python_static_distance_examples Distance
59 \li <b>examples/documented/python_static/distance_braycurtis.py</b>
60 \verbinclude distance_braycurtis.py
62 \li <b>examples/documented/python_static/distance_canberra.py</b>
63 \verbinclude distance_canberra.py
65 \li <b>examples/documented/python_static/distance_canberraword.py</b>
66 \verbinclude distance_canberraword.py
68 \li <b>examples/documented/python_static/distance_chebyshew.py</b>
69 \verbinclude distance_chebyshew.py
71 \li <b>examples/documented/python_static/distance_chisquare.py</b>
72 \verbinclude distance_chisquare.py
74 \li <b>examples/documented/python_static/distance_cosine.py</b>
75 \verbinclude distance_cosine.py
77 \li <b>examples/documented/python_static/distance_euclidian.py</b>
78 \verbinclude distance_euclidian.py
80 \li <b>examples/documented/python_static/distance_geodesic.py</b>
81 \verbinclude distance_geodesic.py
83 \li <b>examples/documented/python_static/distance_hammingword.py</b>
84 \verbinclude distance_hammingword.py
86 \li <b>examples/documented/python_static/distance_jensen.py</b>
87 \verbinclude distance_jensen.py
89 \li <b>examples/documented/python_static/distance_manhatten.py</b>
90 \verbinclude distance_manhatten.py
92 \li <b>examples/documented/python_static/distance_manhattenword.py</b>
93 \verbinclude distance_manhattenword.py
95 \li <b>examples/documented/python_static/distance_minkowski.py</b>
96 \verbinclude distance_minkowski.py
98 \li <b>examples/documented/python_static/distance_tanimoto.py</b>
99 \verbinclude distance_tanimoto.py
101 \section python_static_distribution_examples Distribution
104 \li <b>examples/documented/python_static/distribution_histogram.py</b>
105 \verbinclude distribution_histogram.py
107 \li <b>examples/documented/python_static/distribution_hmm.py</b>
108 \verbinclude distribution_hmm.py
110 \li <b>examples/documented/python_static/distribution_linearhmm.py</b>
111 \verbinclude distribution_linearhmm.py
113 \section python_static_kernel_examples Kernel
116 \li <b>examples/documented/python_static/kernel_chi2.py</b>
117 \verbinclude kernel_chi2.py
119 \li <b>examples/documented/python_static/kernel_combined.py</b>
120 \verbinclude kernel_combined.py
122 \li <b>examples/documented/python_static/kernel_commulongstring.py</b>
123 \verbinclude kernel_commulongstring.py
125 \li <b>examples/documented/python_static/kernel_commwordstring.py</b>
126 \verbinclude kernel_commwordstring.py
128 \li <b>examples/documented/python_static/kernel_const.py</b>
129 \verbinclude kernel_const.py
131 \li <b>examples/documented/python_static/kernel_diag.py</b>
132 \verbinclude kernel_diag.py
134 \li <b>examples/documented/python_static/kernel_fixeddegreestring.py</b>
135 \verbinclude kernel_fixeddegreestring.py
137 \li <b>examples/documented/python_static/kernel_gaussian.py</b>
138 \verbinclude kernel_gaussian.py
140 \li <b>examples/documented/python_static/kernel_gaussianshift.py</b>
141 \verbinclude kernel_gaussianshift.py
143 \li <b>examples/documented/python_static/kernel_linear.py</b>
144 \verbinclude kernel_linear.py
146 \li <b>examples/documented/python_static/kernel_linearstring.py</b>
147 \verbinclude kernel_linearstring.py
149 \li <b>examples/documented/python_static/kernel_linearword.py</b>
150 \verbinclude kernel_linearword.py
152 \li <b>examples/documented/python_static/kernel_localalignmentstring.py</b>
153 \verbinclude kernel_localalignmentstring.py
155 \li <b>examples/documented/python_static/kernel_localityimprovedstring.py</b>
156 \verbinclude kernel_localityimprovedstring.py
158 \li <b>examples/documented/python_static/kernel_oligostring.py</b>
159 \verbinclude kernel_oligostring.py
161 \li <b>examples/documented/python_static/kernel_pluginestimatehistogram.py</b>
162 \verbinclude kernel_pluginestimatehistogram.py
164 \li <b>examples/documented/python_static/kernel_poly.py</b>
165 \verbinclude kernel_poly.py
167 \li <b>examples/documented/python_static/kernel_polymatchstring.py</b>
168 \verbinclude kernel_polymatchstring.py
170 \li <b>examples/documented/python_static/kernel_polymatchword.py</b>
171 \verbinclude kernel_polymatchword.py
173 \li <b>examples/documented/python_static/kernel_salzbergstring.py</b>
174 \verbinclude kernel_salzbergstring.py
176 \li <b>examples/documented/python_static/kernel_sigmoid.py</b>
177 \verbinclude kernel_sigmoid.py
179 \li <b>examples/documented/python_static/kernel_simplelocalityimprovedstring.py</b>
180 \verbinclude kernel_simplelocalityimprovedstring.py
182 \li <b>examples/documented/python_static/kernel_weightedcommwordstring.py</b>
183 \verbinclude kernel_weightedcommwordstring.py
185 \li <b>examples/documented/python_static/kernel_weighteddegreepositionstring.py</b>
186 \verbinclude kernel_weighteddegreepositionstring.py
188 \li <b>examples/documented/python_static/kernel_weighteddegreestring.py</b>
189 \verbinclude kernel_weighteddegreestring.py
191 \section python_static_mkl_examples Mkl
194 \li <b>examples/documented/python_static/mkl_multiclass.py</b>
195 \verbinclude mkl_multiclass.py
197 \li <b>examples/documented/python_static/mkl_regression.py</b>
198 \verbinclude mkl_regression.py
200 \li <b>examples/documented/python_static/mkl_twoclass.py</b>
201 \verbinclude mkl_twoclass.py
203 \section python_static_multiclass_examples Multiclass
206 \li <b>examples/documented/python_static/multiclass_gmnpsvm.py</b>
207 \verbinclude multiclass_gmnpsvm.py
209 \li <b>examples/documented/python_static/multiclass_multiclasslibsvm.py</b>
210 \verbinclude multiclass_multiclasslibsvm.py
212 \section python_static_preproc_examples Preproc
215 \li <b>examples/documented/python_static/preproc_logplusone.py</b>
216 \verbinclude preproc_logplusone.py
218 \li <b>examples/documented/python_static/preproc_normone.py</b>
219 \verbinclude preproc_normone.py
221 \li <b>examples/documented/python_static/preproc_prunevarsubmean.py</b>
222 \verbinclude preproc_prunevarsubmean.py
224 \li <b>examples/documented/python_static/preproc_sortulongstring.py</b>
225 \verbinclude preproc_sortulongstring.py
227 \li <b>examples/documented/python_static/preproc_sortwordstring.py</b>
228 \verbinclude preproc_sortwordstring.py
230 \section python_static_regression_examples Regression
233 \li <b>examples/documented/python_static/regression_krr.py</b>
234 \verbinclude regression_krr.py
236 \li <b>examples/documented/python_static/regression_libsvr.py</b>
237 \verbinclude regression_libsvr.py
239 \li <b>examples/documented/python_static/regression_svrlight.py</b>
240 \verbinclude regression_svrlight.py