updated the docs

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%402355

docs/docs/algorithms.xml

@@ -28,6 +28,7 @@
          <item>crc32</item> 
          <item>rand</item> 
          <item>running_stats</item> 
+         <item>pick_initial_centers</item> 
          <item>mlp</item> 
          <item nolink="true">
             <name>Optimization</name>
@@ -252,6 +253,25 @@
       </component>
 
 
+   <!-- ************************************************************************* -->
+      
+      <component>
+         <name>pick_initial_centers</name>
+         <file>dlib/svm.h</file>
+         <spec_file link="true">dlib/svm/kkmeans_abstract.h</spec_file>
+         <description>
+            This is a function that you can use to seed data clustering algorithms
+            like the <a href="#kkmeans">kkmeans</a> clustering method.  What it 
+            does is pick reasonable starting points for clustering by basically
+            trying to find a set of points that are all far away from each other.
+         </description>
+         <examples>
+            <example>kkmeans_ex.cpp.html</example>
+         </examples>
+                                 
+      </component>
+
+
    <!-- ************************************************************************* -->
       
       <component>

docs/docs/release_notes.xml

@@ -12,14 +12,14 @@
 
 <current>
 New Stuff:
+   - Merged in Keita Mochizuki's unicode patches to the GUI components.  So
+     the dlib GUI now has better unicode support.
    - Added the remove_row and remove_col matrix functions.  Also made all
      three of the above functions capable of taking arguments at run time 
      as well as compile time.
    - Added the ability to cap the number of dictionary vectors used by the krls
-     and kcentroid object at a user specified number.  This changes the 
-     serialization format of the objects.  
+     and kcentroid object at a user specified number.   
    - 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:
@@ -27,6 +27,10 @@ Non-Backwards Compatible Changes:
    - All of the style objects in the GUI part of the library now use 
      dlib::ustring instead of std::string.  This only matters to you if 
      you have made your own style objects.
+   - Changed the serialization format of the krls, kcentroid, and
+     directed_graph_drawer objects.  Note that is also means that the
+     files saved by previous versions of the bayes_net_gui_ex program
+     won't load with the current version.
 
 Bug fixes:
    - Fixed an aliasing bug in the set_subm(), set_rowm(), and set_colm()