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updated docs
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@ -137,6 +137,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<name>manifold_regularization_tools</name>
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<sub>
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<item>sample_pair</item>
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<item>ordered_sample_pair</item>
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<item>find_percent_shortest_edges_randomly</item>
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<item>find_k_nearest_neighbors</item>
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<item>find_approximate_k_nearest_neighbors</item>
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@ -336,7 +337,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<spec_file link="true">dlib/manifold_regularization/graph_creation_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_pairs</a>.
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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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</description>
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</component>
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@ -349,7 +350,8 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<spec_file link="true">dlib/manifold_regularization/graph_creation_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 a vector of <a href="#sample_pair">sample_pairs</a>.
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according to ==) 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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</description>
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</component>
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@ -361,7 +363,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<spec_file link="true">dlib/manifold_regularization/graph_creation_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_pairs</a>.
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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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</description>
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</component>
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@ -374,7 +376,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<spec_file link="true">dlib/manifold_regularization/graph_creation_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_pairs</a>.
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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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</description>
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</component>
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@ -387,7 +389,7 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<spec_file link="true">dlib/manifold_regularization/graph_creation_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_pairs</a>.
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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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</description>
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</component>
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@ -425,14 +427,14 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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<!-- ************************************************************************* -->
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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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<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.
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which has data samples at its vertices. Therefore, it is the undirected version
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of <a href="#ordered_sample_pair">ordered_sample_pair</a>.
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</description>
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<examples>
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@ -441,6 +443,19 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
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</component>
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<!-- ************************************************************************* -->
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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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<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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of <a href="#sample_pair">sample_pair</a>.
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</description>
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</component>
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<!-- ************************************************************************* -->
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@ -219,8 +219,10 @@
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<term file="ml.html" name="empirical_kernel_map"/>
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<term file="ml.html" name="sample_pair"/>
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<term file="ml.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="ml.html" name="find_percent_shortest_edges_randomly"/>
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<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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