diff --git a/docs/docs/containers.xml b/docs/docs/containers.xml
index 66917a140..30af1f0e6 100644
--- a/docs/docs/containers.xml
+++ b/docs/docs/containers.xml
@@ -58,6 +58,7 @@
          <item>static_set</item> 
          <item>any</item> 
          <item>any_trainer</item> 
+         <item>any_function</item> 
          <item>any_decision_function</item> 
          <item>array</item> 
          <item>array2d</item> 
@@ -1219,6 +1220,18 @@
          </description>
       </component>
       
+   <!-- ************************************************************************* -->
+      
+      <component>
+         <name>any_function</name>
+         <file>dlib/any.h</file>
+         <spec_file link="true">dlib/any/any_function_abstract.h</spec_file>
+         <description>
+                This object is a version of dlib::<a href="#any">any</a> that is restricted to containing 
+                elements which are some kind of function or function object.    
+         </description>
+      </component>
+      
    <!-- ************************************************************************* -->
       
       <component>
diff --git a/docs/docs/other.xml b/docs/docs/other.xml
index af22cd9e7..5317b4155 100644
--- a/docs/docs/other.xml
+++ b/docs/docs/other.xml
@@ -63,6 +63,7 @@
          <item>deserialize</item> 
          <item>serialize</item> 
          <item>zero_extend_cast</item> 
+         <item>make_mfp</item> 
       
       </section>
 
@@ -403,6 +404,19 @@
       </component>
       
       
+   <!-- ************************************************************************* -->
+
+      <component>
+         <name>make_mfp</name>
+         <file>dlib/member_function_pointer.h</file>
+         <spec_file>dlib/member_function_pointer/make_mfp_abstract.h</spec_file>
+         <description>
+            This function is a simple factory for creating <a href="#member_function_pointer">member_function_pointer</a>
+            objects without needing to know the necessary template arguments for the member_function_pointer.
+         </description>
+                                 
+      </component>
+            
    <!-- ************************************************************************* -->
       
       <component checked="true">
diff --git a/docs/docs/term_index.xml b/docs/docs/term_index.xml
index c0ee43beb..5ad14acba 100644
--- a/docs/docs/term_index.xml
+++ b/docs/docs/term_index.xml
@@ -402,6 +402,7 @@
          <term file="containers.html" name="stack"/>
          <term file="containers.html" name="weak_ptr"/>
          <term file="containers.html" name="any"/>
+         <term file="containers.html" name="any_function"/>
          <term file="containers.html" name="any_trainer"/>
          <term file="containers.html" name="any_decision_function"/>
 
@@ -972,6 +973,7 @@
          <term link="other.html#dlib_testing_suite" name="unit testing"/>
          <term file="other.html" name="logger"/>
          <term file="other.html" name="member_function_pointer"/>
+         <term file="other.html" name="make_mfp"/>
          <term file="other.html" name="bound_function_pointer"/>
          <term file="other.html" name="memory_manager_stateless"/>
          <term file="other.html" name="pipe"/>