updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402342

docs/docs/algorithms.xml

@@ -27,6 +27,7 @@
          <item>bigint</item> 
          <item>crc32</item> 
          <item>rand</item> 
+         <item>running_stats</item> 
          <item>mlp</item> 
          <item nolink="true">
             <name>Optimization</name>
@@ -810,6 +811,24 @@
       </component>
       
       
+   <!-- ************************************************************************* -->
+      
+      <component>
+         <name>running_stats</name>
+         <file>dlib/statistics.h</file>
+         <spec_file link="true">dlib/statistics/statistics_abstract.h</spec_file>
+         <description>
+                This object represents something that can compute the running mean and
+                variance of a stream of real numbers.  
+         </description>
+
+         <examples>
+            <example>kcentroid_ex.cpp.html</example>
+         </examples>
+                                 
+      </component>
+      
+      
    <!-- ************************************************************************* -->
       
       <component>

docs/docs/release_notes.xml

@@ -20,6 +20,7 @@ New Stuff:
      serialization format of the objects.  
    - Added the pick_initial_centers() function
    - Merged in Keita Mochizuki's unicode patches to the GUI components
+   - Added the running_stats object
 
 Non-Backwards Compatible Changes:
    - Changed the interface to the krls and kcentroid objects somewhat.

docs/docs/term_index.xml

@@ -398,6 +398,7 @@
          <term link="algorithms.html#point" name="point"/>
          <term link="algorithms.html#krls" name="krls"/>
          <term link="algorithms.html#kcentroid" name="kcentroid"/>
+         <term link="algorithms.html#running_stats" name="running_stats"/>
          <term link="algorithms.html#kkmeans" name="kkmeans"/>
          <term link="algorithms.html#pick_initial_centers" name="pick_initial_centers"/>