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updated docs

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This commit is contained in:
Davis King 2013-04-20 22:06:00 -04:00
parent 17ebc2e2fa
commit 6758a89bd7
2 changed files with 26 additions and 2 deletions
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27
docs/docs/algorithms.xml
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@ -82,6 +82,7 @@
<item>uniform_random_hash</item>
<item>projection_hash</item>
<item>create_random_projection_hash</item>
<item>create_max_margin_projection_hash</item>
<item>hash_samples</item>
<item>hash_similar_angles_64</item>
<item>hash_similar_angles_128</item>
@ -352,10 +353,32 @@
<component>
<name>create_random_projection_hash</name>
<file>dlib/lsh.h</file>
<spec_file>dlib/lsh/create_random_projection_hash_abstract.h</spec_file>
<spec_file link="true">dlib/lsh/create_random_projection_hash_abstract.h</spec_file>
<description>
Creates a random projection based locality sensitive
<a href="#projection_hash">hashing function</a>.
<a href="#projection_hash">hashing function</a>. The projection matrix
is generated by sampling its elements from a Gaussian random number generator.
</description>
</component>
<!-- ************************************************************************* -->
<component>
<name>create_max_margin_projection_hash</name>
<file>dlib/lsh.h</file>
<spec_file link="true">dlib/lsh/create_random_projection_hash_abstract.h</spec_file>
<description>
Creates a random projection based locality sensitive
<a href="#projection_hash">hashing function</a>.
This is accomplished using a variation on the random hyperplane generation
technique from the paper:
<blockquote>
Random Maximum Margin Hashing by Alexis Joly and Olivier Buisson
</blockquote>
In particular, we use a linear support vector machine to generate planes.
We train it on randomly selected and randomly labeled points from
the data to be hashed.
</description>
</component>

1
docs/docs/term_index.xml
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@ -165,6 +165,7 @@
<term file="algorithms.html" name="hash_similar_angles_512" include="dlib/lsh.h"/>
<term file="algorithms.html" name="projection_hash" include="dlib/lsh.h"/>
<term file="algorithms.html" name="create_random_projection_hash" include="dlib/lsh.h"/>
<term file="algorithms.html" name="create_max_margin_projection_hash" include="dlib/lsh.h"/>
<term file="imaging.html" name="randomly_sample_image_features" include="dlib/statistics.h"/>
<term file="algorithms.html" name="disjoint_subsets" include="dlib/disjoint_subsets.h"/>
<term link="algorithms.html#disjoint_subsets" name="union-find" include="dlib/disjoint_subsets.h"/>