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updated docs
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@ -78,8 +78,8 @@
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<component>
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<name>sample_pair</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/sample_pair_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/sample_pair_abstract.h</spec_file>
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<description>
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This object is intended to represent an edge in an undirected graph
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which has data samples at its vertices. Therefore, it is the undirected version
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@ -96,8 +96,8 @@
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<component>
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<name>ordered_sample_pair</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/ordered_sample_pair_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/ordered_sample_pair_abstract.h</spec_file>
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<description>
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This object is intended to represent an edge in a directed graph
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which has data samples at its vertices. Therefore, it is the directed version
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@ -109,8 +109,8 @@
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<component>
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<name>find_percent_shortest_edges_randomly</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This function is a simple approximate form of <a href="#find_k_nearest_neighbors">find_k_nearest_neighbors</a>.
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Instead of checking all possible edges it randomly samples a large number of them and
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@ -127,8 +127,8 @@
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<component>
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<name>find_k_nearest_neighbors</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a function which finds all the k nearest neighbors of a set of points and outputs
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the result as a vector of <a href="#sample_pair">sample_pair</a> objects. It takes O(n^2) where
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@ -142,8 +142,8 @@
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<component>
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<name>find_approximate_k_nearest_neighbors</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This function is a simple approximate form of <a href="#find_k_nearest_neighbors">find_k_nearest_neighbors</a>.
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Instead of checking all possible edges it randomly samples a large number of them and then performs
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@ -155,8 +155,8 @@
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<component>
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<name>remove_short_edges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a simple function for removing edges with a small distance value from
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a vector of <a href="#sample_pair">sample_pair</a> or <a href="#ordered_sample_pair">ordered_sample_pair</a> objects.
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@ -168,8 +168,8 @@
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<component>
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<name>remove_duplicate_edges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a simple function for removing duplicate edges (i.e. edges that compare equal
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according to ==) from
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@ -181,8 +181,8 @@
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<component>
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<name>remove_long_edges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a simple function for removing edges with a large distance value from
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a vector of <a href="#sample_pair">sample_pair</a> or <a href="#ordered_sample_pair">ordered_sample_pair</a> objects.
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@ -194,8 +194,8 @@
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<component>
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<name>remove_percent_longest_edges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a simple function for removing edges with a large distance value from
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a vector of <a href="#sample_pair">sample_pair</a> or <a href="#ordered_sample_pair">ordered_sample_pair</a> objects.
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@ -207,8 +207,8 @@
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<component>
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<name>remove_percent_shortest_edges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This is a simple function for removing edges with a small distance value from
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a vector of <a href="#sample_pair">sample_pair</a> or <a href="#ordered_sample_pair">ordered_sample_pair</a> objects.
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@ -220,8 +220,8 @@
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<component>
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<name>squared_euclidean_distance</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/function_objects_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/function_objects_abstract.h</spec_file>
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<description>
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This is a simple function object that computes squared euclidean distance
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between two <a href="containers.html#matrix">matrix</a> objects.
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@ -236,8 +236,8 @@
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<component>
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<name>use_weights_of_one</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/function_objects_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/function_objects_abstract.h</spec_file>
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<description>
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This is a simple function object that takes a single argument
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and always returns 1
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@ -249,8 +249,8 @@
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<component>
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<name>use_gaussian_weights</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/function_objects_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/function_objects_abstract.h</spec_file>
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<description>
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This is a simple function object that takes a single argument
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which should be an object similar to <a href="#sample_pair">sample_pair</a>.
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@ -265,8 +265,8 @@
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<component>
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<name>is_ordered_by_index</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This function checks if a vector of <a href="#sample_pair">sample_pair</a> or
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<a href="#ordered_sample_pair">ordered_sample_pair</a> objects is in sorted
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@ -278,8 +278,8 @@
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<component>
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<name>find_neighbor_ranges</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This function takes a graph, defined by a vector of
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<a href="#ordered_sample_pair">ordered_sample_pair</a> objects, and finds the
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@ -292,8 +292,8 @@
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<component>
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<name>convert_unordered_to_ordered</name>
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<file>dlib/manifold_regularization.h</file>
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<spec_file link="true">dlib/manifold_regularization/graph_creation_abstract.h</spec_file>
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<file>dlib/graph_utils.h</file>
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<spec_file link="true">dlib/graph_utils/edge_list_graphs_abstract.h</spec_file>
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<description>
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This function takes a graph, defined by a vector of
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<a href="#sample_pair">sample_pair</a> objects and converts it into the equivalent
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@ -220,9 +220,9 @@
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<term file="graph_tools.html" name="sample_pair"/>
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<term file="graph_tools.html" name="ordered_sample_pair"/>
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<term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_index"/>
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<term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_distance"/>
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<term file="dlib/manifold_regularization/sample_pair_abstract.h.html" name="order_by_distance_and_index"/>
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<term file="dlib/graph_utils/sample_pair_abstract.h.html" name="order_by_index"/>
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<term file="dlib/graph_utils/sample_pair_abstract.h.html" name="order_by_distance"/>
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<term file="dlib/graph_utils/sample_pair_abstract.h.html" name="order_by_distance_and_index"/>
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<term file="graph_tools.html" name="find_percent_shortest_edges_randomly"/>
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<term file="graph_tools.html" name="find_k_nearest_neighbors"/>
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<term file="graph_tools.html" name="remove_short_edges"/>
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@ -234,9 +234,9 @@
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<term file="graph_tools.html" name="remove_percent_longest_edges"/>
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<term file="graph_tools.html" name="remove_percent_shortest_edges"/>
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<term file="graph_tools.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"/>
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<term file="dlib/graph_utils/edge_list_graphs_abstract.h.html" name="contains_duplicate_pairs"/>
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<term name="max_index_plus_one">
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<term link="dlib/manifold_regularization/graph_creation_abstract.h.html#max_index_plus_one" name="for graphs"/>
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<term link="dlib/graph_utils/edge_list_graphs_abstract.h.html#max_index_plus_one" name="for graphs"/>
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<term link="dlib/svm/sparse_vector_abstract.h.html#max_index_plus_one" name="for sparse vectors"/>
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</term>
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<term file="dlib/svm/sparse_vector_abstract.h.html" name="sparse_matrix_vector_multiply"/>
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