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<?xml-stylesheet type="text/xsl" href="stylesheet.xsl"?>

<doc>
   <title>Index</title>

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   <body>
      <term_list>


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

         <term file="dlib/algs.h.html" name="stack_based_memory_block"/>

         <term file="algorithms.html" name="move_rect"/>
         <term file="algorithms.html" name="translate_rect"/>
         <term file="algorithms.html" name="resize_rect"/>
         <term file="algorithms.html" name="resize_rect_width"/>
         <term file="algorithms.html" name="resize_rect_height"/>
         <term file="algorithms.html" name="centered_rect"/>
         <term file="algorithms.html" name="center"/>
         <term file="algorithms.html" name="nearest_point"/>
         <term file="algorithms.html" name="distance_to_rect_edge"/>
         <term file="algorithms.html" name="shrink_rect"/>
         <term file="algorithms.html" name="grow_rect"/>
         <term file="algorithms.html" name="dcenter"/>
         <term file="algorithms.html" name="kalman_filter"/>
         <term file="algorithms.html" name="rls_filter"/>


         <term file="dlib/optimization/optimization_abstract.h.html" name="central_differences"/>
         <term file="dlib/optimization/optimization_abstract.h.html" name="line_search_funct"/>
         <term file="dlib/optimization/optimization_line_search_abstract.h.html" name="optimize_single_variable_failure"/>
         <term file="dlib/optimization/optimization_bobyqa_abstract.h.html" name="bobyqa_failure"/>
         <term file="dlib/optimization/optimization_oca_abstract.h.html" name="oca_problem"/>
         <term file="ml.html" name="structural_svm_problem"/>
         <term file="ml.html" name="structural_svm_problem_threaded"/>
         <term file="ml.html" name="structural_svm_object_detection_problem"/>
         <term file="ml.html" name="structural_object_detection_trainer"/>
         <term file="ml.html" name="svm_struct_controller_node"/>
         <term file="ml.html" name="svm_struct_processing_node"/>
         <term file="ml.html" name="sequence_labeler"/>
         <term file="dlib/svm/sequence_labeler_abstract.h.html" name="contains_invalid_labeling"/>
         <term file="ml.html" name="structural_svm_sequence_labeling_problem"/>
         <term file="ml.html" name="structural_sequence_labeling_trainer"/>

         <term file="ml.html" name="is_forced_assignment_problem"/>
         <term file="ml.html" name="is_assignment_problem"/>
         <term file="ml.html" name="assignment_function"/>
         <term file="ml.html" name="test_assignment_function"/>
         <term file="ml.html" name="cross_validate_assignment_trainer"/>
         <term file="ml.html" name="structural_svm_assignment_problem"/>
         <term file="ml.html" name="structural_assignment_trainer"/>

         <term file="dlib/optimization/optimization_solve_qp2_using_smo_abstract.h.html" name="invalid_nu_error"/>
         <term file="dlib/optimization/optimization_solve_qp2_using_smo_abstract.h.html" name="maximum_nu"/>

         <term file="optimization.html" name="derivative"/>
         <term file="optimization.html" name="make_line_search_function"/>
         <term file="optimization.html" name="poly_min_extrap"/>
         <term file="optimization.html" name="lagrange_poly_min_extrap"/>
         <term file="optimization.html" name="line_search"/>
         <term file="optimization.html" name="find_min"/>
         <term file="optimization.html" name="max_cost_assignment"/>
         <term file="optimization.html" name="max_sum_submatrix"/>
         <term file="dlib/optimization/max_cost_assignment_abstract.h.html" name="assignment_cost"/>
         <term file="optimization.html" name="solve_least_squares"/>
         <term file="optimization.html" name="solve_least_squares_lm"/>
         <term file="optimization.html" name="find_min_trust_region"/>
         <term file="optimization.html" name="find_max_trust_region"/>
         <term file="optimization.html" name="find_max_factor_graph_nmplp"/>
         <term file="optimization.html" name="find_max_factor_graph_viterbi"/>

         <term file="optimization.html" name="find_max_factor_graph_potts"/>
         <term file="optimization.html" name="min_cut"/>
         <term file="optimization.html" name="graph_cut_score"/>
         <term file="optimization.html" name="potts_model_score"/>
         <term file="dlib/graph_cuts/min_cut_abstract.h.html" name="node_label"/>
         <term link="dlib/graph_cuts/min_cut_abstract.h.html#node_label" name="SOURCE_CUT"/>
         <term link="dlib/graph_cuts/min_cut_abstract.h.html#node_label" name="SINK_CUT"/>
         <term link="dlib/graph_cuts/min_cut_abstract.h.html#node_label" name="FREE_NODE"/>

         <term file="optimization.html" name="solve_trust_region_subproblem"/>
         <term file="optimization.html" name="find_min_single_variable"/>
         <term file="optimization.html" name="find_min_using_approximate_derivatives"/>
         <term file="optimization.html" name="find_min_bobyqa"/>
         <term file="optimization.html" name="solve_qp_using_smo"/>
         <term file="optimization.html" name="solve_qp2_using_smo"/>
         <term file="optimization.html" name="solve_qp3_using_smo"/>
         <term file="optimization.html" name="solve_qp4_using_smo"/>
         <term file="optimization.html" name="oca"/>
         <term link="optimization.html#find_min_bobyqa" name="BOBYQA"/>
         <term file="optimization.html" name="find_max"/>
         <term file="optimization.html" name="find_max_single_variable"/>
         <term file="optimization.html" name="find_max_using_approximate_derivatives"/>
         <term file="optimization.html" name="find_max_bobyqa"/>
         <term file="optimization.html" name="objective_delta_stop_strategy"/>
         <term file="optimization.html" name="gradient_norm_stop_strategy"/>
         <term file="optimization.html" name="negate_function"/>
         <term file="optimization.html" name="cg_search_strategy"/>
         <term file="optimization.html" name="bfgs_search_strategy"/>
         <term file="optimization.html" name="newton_search_strategy"/>
         <term file="optimization.html" name="newton_search_strategy_obj"/>
         <term file="optimization.html" name="lbfgs_search_strategy"/>

         <term file="bayes.html" name="set_node_value"/>
         <term file="bayes.html" name="node_value"/>
         <term file="bayes.html" name="node_is_evidence"/>
         <term file="bayes.html" name="set_node_as_evidence"/>
         <term file="bayes.html" name="set_node_as_nonevidence"/>
         <term file="bayes.html" name="set_node_num_values"/>
         <term file="bayes.html" name="node_num_values"/>
         <term file="bayes.html" name="node_probability"/>
         <term file="bayes.html" name="set_node_probability"/>
         <term file="bayes.html" name="assignment"/>
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         <term file="bayes.html" name="conditional_probability_table"/>
         <term file="bayes.html" name="bayes_node"/>
         <term file="bayes.html" name="bayesian_network_gibbs_sampler"/>
         <term file="bayes.html" name="bayesian_network_join_tree"/>
         <term file="bayes.html" name="node_first_parent_assignment"/>
         <term file="bayes.html" name="node_next_parent_assignment"/>
         <term file="bayes.html" name="node_cpt_filled_out"/>

         <term file="algorithms.html" name="projection_hash"/>
         <term file="algorithms.html" name="create_random_projection_hash"/>
         <term file="algorithms.html" name="randomly_sample_image_features"/>
         <term file="algorithms.html" name="disjoint_subsets"/>
         <term link="algorithms.html#disjoint_subsets" name="union-find"/>
         <term file="algorithms.html" name="rectangle"/>
         <term file="algorithms.html" name="border_enumerator"/>
         <term file="algorithms.html" name="edge"/>
         <term file="algorithms.html" name="is_join_tree"/>
         <term file="algorithms.html" name="create_join_tree"/>
         <term file="algorithms.html" name="set_intersection_size"/>
         <term file="algorithms.html" name="set_intersection"/>
         <term file="algorithms.html" name="set_union"/>
         <term file="algorithms.html" name="set_difference"/>

         <term file="algorithms.html" name="hsort_array"/>
         <term file="algorithms.html" name="put_in_range"/>
         <term file="algorithms.html" name="isort_array"/>

         <term file="algorithms.html" name="median"/>
         <term file="algorithms.html" name="qsort_array"/>
         <term file="algorithms.html" name="rand"/>
         <term link="algorithms.html#rand" name="Mersenne Twister"/>
         <term file="algorithms.html" name="graph_contains_undirected_cycle"/>
         <term file="algorithms.html" name="graph_has_symmetric_edges"/>
         <term file="algorithms.html" name="graph_contains_directed_cycle"/>
         <term file="algorithms.html" name="copy_graph_structure"/>

         <term file="algorithms.html" name="create_moral_graph"/>
         <term file="algorithms.html" name="triangulate_graph_and_find_cliques"/>
         <term file="algorithms.html" name="graph_contains_length_one_cycle"/>
         <term file="algorithms.html" name="find_connected_nodes"/>
         <term file="algorithms.html" name="graph_is_connected"/>
         <term file="algorithms.html" name="is_clique"/>
         <term file="algorithms.html" name="is_maximal_clique"/>
         <term file="algorithms.html" name="square_root"/>
         <term file="algorithms.html" name="vector"/>
         <term file="algorithms.html" name="point"/>
         <term file="algorithms.html" name="rotate_point"/>
         <term file="algorithms.html" name="point_rotator"/>
         <term file="algorithms.html" name="point_transform"/>
         <term file="algorithms.html" name="point_transform_affine"/>
         <term file="algorithms.html" name="rotation_matrix"/>
         <term file="algorithms.html" name="running_stats"/>
         <term file="algorithms.html" name="running_scalar_covariance"/>
         <term file="algorithms.html" name="mean_sign_agreement"/>
         <term file="algorithms.html" name="correlation"/>
         <term file="algorithms.html" name="covariance"/>
         <term file="algorithms.html" name="r_squared"/>
         <term file="algorithms.html" name="mean_squared_error"/>
         <term file="algorithms.html" name="running_covariance"/>
         <term file="algorithms.html" name="random_subset_selector"/>
         <term file="algorithms.html" name="randomly_subsample"/>

         <term file="ml.html" name="select_all_distinct_labels"/>
         <term file="dlib/svm/multiclass_tools_abstract.h.html" name="find_missing_pairs"/>

         <term file="ml.html" name="svm_multiclass_linear_trainer"/>
         <term link="ml.html#svm_multiclass_linear_trainer" name="Multiclass SVM"/>
         <term file="ml.html" name="one_vs_one_trainer"/>
         <term file="ml.html" name="one_vs_one_decision_function"/>
         <term file="ml.html" name="multiclass_linear_decision_function"/>
         <term file="ml.html" name="one_vs_all_trainer"/>
         <term file="ml.html" name="one_vs_all_decision_function"/>

         <term file="dlib/svm/pegasos_abstract.h.html" name="replicate_settings"/>
         <term file="ml.html" name="mlp"/>
         <term file="dlib/data_io/image_dataset_metadata.h.html" name="image"/>
         <term file="dlib/data_io/image_dataset_metadata.h.html" name="box"/>
         <term file="dlib/data_io/image_dataset_metadata.h.html" name="dataset"/>
         <term link="ml.html#load_image_dataset_metadata" name="image_dataset_metadata"/>
         <term file="ml.html" name="load_image_dataset_metadata"/>
         <term file="ml.html" name="load_image_dataset"/>
         <term file="ml.html" name="save_image_dataset_metadata"/>
         <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"/>
         <term file="ml.html" name="fix_nonzero_indexing"/>
         <term link="ml.html#mlp" name="multi-layer perceptron"/>
         <term link="ml.html#mlp" name="neural network"/>
         <term file="ml.html" name="svm_pegasos"/>
         <term file="ml.html" name="empirical_kernel_map"/>

         <term file="ml.html" name="sample_pair"/>
         <term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_index"/>
         <term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_distance"/>
         <term file="ml.html" name="find_percent_shortest_edges_randomly"/>
         <term file="ml.html" name="find_k_nearest_neighbors"/>
         <term file="ml.html" name="remove_short_edges"/>
         <term file="ml.html" name="remove_long_edges"/>
         <term file="ml.html" name="remove_percent_longest_edges"/>
         <term file="ml.html" name="remove_percent_shortest_edges"/>
         <term file="ml.html" name="find_approximate_k_nearest_neighbors"/>
         <term file="dlib/manifold_regularization/graph_creation_abstract.h.html" name="contains_duplicate_pairs"/>
         <term name="max_index_plus_one">
            <term link="dlib/manifold_regularization/graph_creation_abstract.h.html#max_index_plus_one" name="for graphs"/>
            <term link="dlib/svm/sparse_vector_abstract.h.html#max_index_plus_one" name="for sparse vectors"/>
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         <term file="dlib/svm/sparse_vector_abstract.h.html" name="add_to"/>
         <term file="dlib/svm/sparse_vector_abstract.h.html" name="subtract_from"/>
         <term file="dlib/svm/sparse_vector_abstract.h.html" name="assign"/>

         <term file="ml.html" name="linear_manifold_regularizer"/>
         <term file="ml.html" name="squared_euclidean_distance"/>
         <term file="ml.html" name="use_weights_of_one"/>
         <term file="ml.html" name="use_gaussian_weights"/>

         <term file="dlib/svm/empirical_kernel_map_abstract.h.html" name="empirical_kernel_map_error"/>
         <term file="dlib/svm/empirical_kernel_map_abstract.h.html" name="convert_to_decision_function"/>
         <term file="ml.html" name="kernel_matrix"/>
         <term file="ml.html" name="batch"/>
         <term file="ml.html" name="verbose_batch"/>
         <term file="ml.html" name="batch_cached"/>
         <term file="ml.html" name="verbose_batch_cached"/>
         <term file="ml.html" name="batch_trainer"/>
         <term file="ml.html" name="randomize_samples"/>
         <term file="ml.html" name="simplify_linear_decision_function"/>
         <term file="ml.html" name="is_binary_classification_problem"/>
         <term file="ml.html" name="is_sequence_labeling_problem"/>
         <term file="ml.html" name="is_learning_problem"/>
         <term file="ml.html" name="svm_nu_trainer"/>
         <term file="ml.html" name="svm_c_trainer"/>
         <term file="ml.html" name="svm_one_class_trainer"/>
         <term file="ml.html" name="svm_c_linear_trainer"/>
         <term file="ml.html" name="svm_c_ekm_trainer"/>
         <term file="ml.html" name="rvm_trainer"/>
         <term file="ml.html" name="krr_trainer"/>
         <term file="ml.html" name="rr_trainer"/>
         <term file="ml.html" name="svr_trainer"/>
         <term file="ml.html" name="rvm_regression_trainer"/>
         <term file="ml.html" name="rbf_network_trainer"/>
         <term file="ml.html" name="reduced"/>
         <term file="ml.html" name="reduced_decision_function_trainer"/>
         <term file="ml.html" name="reduced2"/>
         <term file="ml.html" name="approximate_distance_function"/>
         <term file="ml.html" name="reduced_decision_function_trainer2"/>
         <term file="ml.html" name="train_probabilistic_decision_function"/>
         <term file="ml.html" name="probabilistic"/>
         <term file="ml.html" name="cross_validate_trainer"/>
         <term file="ml.html" name="cross_validate_object_detection_trainer"/>
         <term file="ml.html" name="cross_validate_sequence_labeler"/>
         <term file="ml.html" name="cross_validate_trainer_threaded"/>
         <term file="ml.html" name="cross_validate_multiclass_trainer"/>
         <term file="dlib/svm/cross_validate_multiclass_trainer_abstract.h.html" name="cross_validation_error"/>
         <term file="ml.html" name="cross_validate_regression_trainer"/>
         <term file="ml.html" name="test_binary_decision_function"/>
         <term file="ml.html" name="test_object_detection_function"/>
         <term file="ml.html" name="test_multiclass_decision_function"/>
         <term file="ml.html" name="test_regression_function"/>
         <term file="ml.html" name="test_sequence_labeler"/>
         <term link="ml.html#svm_nu_trainer" name="support vector machine"/>
         <term link="ml.html#rvm_trainer" name="relevance vector machine"/>
         <term link="ml.html#krr_trainer" name="kernel ridge regression"/>
         <term link="ml.html#rr_trainer" name="ridge regression"/>
         <term link="ml.html#svr_trainer" name="support vector regression"/>
         <term link="ml.html#krr_trainer" name="regularized least squares"/>
         <term link="ml.html#krr_trainer" name="least squares SVM"/>
         <term file="ml.html" name="krls"/>
         <term file="ml.html" name="rls"/>
         <term file="ml.html" name="kcentroid"/>
         <term file="ml.html" name="linearly_independent_subset_finder"/>
         <term file="ml.html" name="fill_lisf"/>
         <term file="ml.html" name="sort_basis_vectors"/>
         <term file="ml.html" name="vector_normalizer"/>
         <term file="ml.html" name="vector_normalizer_pca"/>
         <term file="ml.html" name="discriminant_pca"/>
         <term file="dlib/statistics/dpca_abstract.h.html" name="discriminant_pca_error"/>
         <term file="ml.html" name="kkmeans"/>
         <term file="ml.html" name="find_clusters_using_kmeans"/>
         <term file="ml.html" name="pick_initial_centers"/>
         <term file="ml.html" name="rank_features"/>
         <term file="ml.html" name="find_gamma_with_big_centroid_gap"/>
         <term file="ml.html" name="compute_mean_squared_distance"/>
         <term file="dlib/svm/feature_ranking_abstract.h.html" name="verbose_find_gamma_with_big_centroid_gap"/>

         <term file="ml.html" name="null_trainer"/>
         <term file="ml.html" name="null_trainer_type"/>
         <term file="ml.html" name="roc_c1_trainer"/>
         <term file="ml.html" name="roc_c2_trainer"/>
         <term file="ml.html" name="roc_trainer_type"/>

         <term file="ml.html" name="decision_function"/>
         <term file="ml.html" name="projection_function"/>
         <term file="ml.html" name="normalized_function"/>
         <term file="ml.html" name="distance_function"/>
         <term file="ml.html" name="probabilistic_decision_function"/>
         <term file="ml.html" name="probabilistic_function"/>
         <term file="ml.html" name="linear_kernel"/>
         <term file="ml.html" name="histogram_intersection_kernel"/>
         <term file="ml.html" name="offset_kernel"/>
         <term file="ml.html" name="polynomial_kernel"/>
         <term file="ml.html" name="sigmoid_kernel"/>
         <term file="ml.html" name="radial_basis_kernel"/>


         <term link="ml.html#sparse vectors" name="unsorted sparse vectors"/>
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         <term file="ml.html" name="sparse_histogram_intersection_kernel"/>
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         <term file="ml.html" name="sparse_radial_basis_kernel"/>

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         <term file="containers.html" name="unordered_pair"/>
         <term file="containers.html" name="std_vector_c"/>
         <term file="containers.html" name="graph"/>
         <term file="containers.html" name="directed_graph"/>
         <term file="containers.html" name="array"/>
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         <term file="containers.html" name="enumerable"/>
         <term file="containers.html" name="map_pair"/>
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         <term file="dlib/matrix/matrix_data_layout_abstract.h.html" name="row_major_layout"/>
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         <term file="dlib/matrix/matrix_exp_abstract.h.html" name="matrix_exp"/>
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         <term file="containers.html" name="array2d"/>


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