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<?xml version="1.0" encoding="ISO-8859-1"?>
<?xml-stylesheet type="text/xsl" href="stylesheet.xsl"?>

<doc>
   <title>Index</title>

   <!-- ************************************************************************* -->

   <body>
      <term_list>
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   <!-- ************* DLIB-ML STUFF **************** -->

         <term file="dlib/rand/rand_float_abstract.h.html" name="get_random_float"/>
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         <term link="compile.html" name="DLIB_REVISION"/>
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         <term file="dlib/algs.h.html" name="stack_based_memory_block"/>

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         <term file="dlib/optimization/optimization_abstract.h.html" name="central_differences"/>
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         <term file="dlib/optimization/optimization_line_search_abstract.h.html" name="optimize_single_variable_failure"/>
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         <term file="dlib/optimization/optimization_oca_abstract.h.html" name="oca_problem"/>
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         <term file="optimization.html" name="derivative"/>
         <term file="optimization.html" name="make_line_search_function"/>
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         <term file="optimization.html" name="solve_qp_using_smo"/>
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         <term file="optimization.html" name="oca"/>
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         <term link="optimization.html#find_min_bobyqa" name="BOBYQA"/>
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         <term file="optimization.html" name="cg_search_strategy"/>
         <term file="optimization.html" name="bfgs_search_strategy"/>
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         <term file="optimization.html" name="newton_search_strategy"/>
         <term file="optimization.html" name="newton_search_strategy_obj"/>
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         <term file="optimization.html" name="lbfgs_search_strategy"/>
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         <term file="bayes.html" name="set_node_value"/>
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         <term file="algorithms.html" name="set_difference"/>

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         <term file="algorithms.html" name="rotate_point"/>
         <term file="algorithms.html" name="point_rotator"/>
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         <term file="algorithms.html" name="running_scalar_covariance"/>
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         <term file="algorithms.html" name="random_subset_selector"/>
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         <term file="algorithms.html" name="randomly_subsample"/>
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         <term file="ml.html" name="load_libsvm_formatted_data"/>
         <term file="ml.html" name="save_libsvm_formatted_data"/>
         <term file="ml.html" name="sparse_to_dense"/>
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         <term link="ml.html#mlp" name="multi-layer perceptron"/>
         <term link="ml.html#mlp" name="neural network"/>
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         <term file="ml.html" name="sample_pair"/>
         <term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_index"/>
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         <term file="ml.html" name="find_percent_shortest_edges_randomly"/>
         <term file="ml.html" name="find_k_nearest_neighbors"/>
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         <term file="ml.html" name="remove_short_edges"/>
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         <term file="ml.html" name="remove_percent_shortest_edges"/>
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         <term file="ml.html" name="find_approximate_k_nearest_neighbors"/>
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         <term file="dlib/manifold_regularization/graph_creation_abstract.h.html" name="contains_duplicate_pairs"/>
         <term file="dlib/manifold_regularization/graph_creation_abstract.h.html" name="max_index_value_plus_one"/>
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         <term file="ml.html" name="use_weights_of_one"/>
         <term file="ml.html" name="use_gaussian_weights"/>

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         <term file="dlib/svm/empirical_kernel_map_abstract.h.html" name="empirical_kernel_map_error"/>
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         <term file="dlib/svm/empirical_kernel_map_abstract.h.html" name="convert_to_decision_function"/>
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         <term file="ml.html" name="kernel_matrix"/>
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         <term file="ml.html" name="batch"/>
         <term file="ml.html" name="verbose_batch"/>
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         <term file="ml.html" name="batch_cached"/>
         <term file="ml.html" name="verbose_batch_cached"/>
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         <term file="ml.html" name="batch_trainer"/>
         <term file="ml.html" name="randomize_samples"/>
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         <term file="ml.html" name="simplify_linear_decision_function"/>
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         <term file="ml.html" name="svm_nu_trainer"/>
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         <term file="ml.html" name="svm_c_linear_trainer"/>
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         <term file="ml.html" name="svm_c_ekm_trainer"/>
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         <term file="ml.html" name="krr_trainer"/>
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         <term file="ml.html" name="rvm_regression_trainer"/>
         <term file="ml.html" name="rbf_network_trainer"/>
         <term file="ml.html" name="reduced"/>
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         <term file="ml.html" name="reduced2"/>
         <term file="ml.html" name="reduced_decision_function_trainer2"/>
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         <term file="ml.html" name="test_binary_decision_function"/>
         <term link="ml.html#svm_nu_trainer" name="support vector machine"/>
         <term link="ml.html#rvm_trainer" name="relevance vector machine"/>
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         <term link="ml.html#krr_trainer" name="kernel ridge regression"/>
         <term link="ml.html#krr_trainer" name="regularized least squares"/>
         <term link="ml.html#krr_trainer" name="least squares SVM"/>
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         <term file="ml.html" name="krls"/>
         <term file="ml.html" name="kcentroid"/>
         <term file="ml.html" name="linearly_independent_subset_finder"/>
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         <term file="ml.html" name="fill_lisf"/>
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         <term file="ml.html" name="vector_normalizer"/>
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         <term file="ml.html" name="vector_normalizer_pca"/>
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         <term file="ml.html" name="discriminant_pca"/>
         <term file="dlib/statistics/dpca_abstract.h.html" name="discriminant_pca_error"/>
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         <term file="ml.html" name="kkmeans"/>
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         <term file="ml.html" name="find_clusters_using_kmeans"/>
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         <term file="ml.html" name="pick_initial_centers"/>
         <term file="ml.html" name="rank_features"/>
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         <term file="ml.html" name="find_gamma_with_big_centroid_gap"/>
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         <term file="ml.html" name="compute_mean_squared_distance"/>
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         <term file="dlib/svm/feature_ranking_abstract.h.html" name="verbose_find_gamma_with_big_centroid_gap"/>
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         <term file="dlib/svm/svm_abstract.h.html" name="maximum_nu"/>

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         <term file="ml.html" name="roc_c2_trainer"/>
         <term file="ml.html" name="roc_trainer_type"/>

         <term file="ml.html" name="decision_function"/>
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         <term file="ml.html" name="projection_function"/>
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         <term file="ml.html" name="normalized_function"/>
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         <term file="ml.html" name="radial_basis_kernel"/>

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         <term file="dlib/svm/sparse_vector_abstract.h.html" name="sparse_vectors"/>
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         <term file="ml.html" name="sparse_linear_kernel"/>
         <term file="ml.html" name="sparse_polynomial_kernel"/>
         <term file="ml.html" name="sparse_sigmoid_kernel"/>
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         <term file="containers.html" name="map"/>


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         <term file="dlib/matrix/matrix_exp_abstract.h.html" name="matrix_exp"/>
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         <term file="dlib/matrix/matrix_abstract.h.html" name="const_temp_matrix"/>

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         <term name="dot">
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         <term file="dlib/matrix/matrix_utilities_abstract.h.html" name="make_symmetric"/>
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         <term file="dlib/matrix/matrix_utilities_abstract.h.html" name="pointer_to_column_vector"/>
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   <!-- ************************************************************************* -->

</doc>