From dcc32f4ec41f1308a3daeccff69ff9bd69175621 Mon Sep 17 00:00:00 2001
From: Davis King <davis@dlib.net>
Date: Tue, 28 Jun 2016 18:56:55 -0400
Subject: [PATCH] updated docs

---
 docs/docs/ml.xml         | 24 ++++++++++++++++++++++++
 docs/docs/term_index.xml | 12 ++++++------
 2 files changed, 30 insertions(+), 6 deletions(-)

diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml
index 176bd6693..f43ec7933 100644
--- a/docs/docs/ml.xml
+++ b/docs/docs/ml.xml
@@ -105,6 +105,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          <item nolink="true">
             <name>Core Tools</name>
             <sub>
+               <item>dnn_trainer</item>
                <item>add_layer</item>
                <item>add_loss_layer</item>
                <item>repeat</item>
@@ -440,6 +441,29 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          </examples>
       </component>
 
+   <!-- ************************************************************************* -->
+
+      <component cpp11="true">
+         <name>dnn_trainer</name>
+         <file>dlib/dnn.h</file>
+         <spec_file link="true">dlib/dnn/trainer_abstract.h</spec_file>
+         <description>
+            This object is a tool training a deep neural network. 
+            <p>
+               For a tutorial showing how this is accomplished read 
+               the <a href="dnn_introduction_ex.cpp.html">DNN Introduction part 1</a> and
+               <a href="dnn_introduction2_ex.cpp.html">DNN Introduction part 2</a>.
+            </p>
+         </description>
+         <examples>
+            <example>dnn_introduction_ex.cpp.html</example>
+            <example>dnn_introduction2_ex.cpp.html</example>
+            <example>dnn_inception_ex.cpp.html</example>
+            <example>dnn_imagenet_ex.cpp.html</example>
+            <example>dnn_imagenet_train_ex.cpp.html</example>
+         </examples>
+      </component>
+
    <!-- ************************************************************************* -->
 
       <component cpp11="true">
diff --git a/docs/docs/term_index.xml b/docs/docs/term_index.xml
index 07bc4661e..9212c198e 100644
--- a/docs/docs/term_index.xml
+++ b/docs/docs/term_index.xml
@@ -45,11 +45,11 @@
          <term file="dlib/dnn/core_abstract.h.html" name="make_sstack" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="repeat_group" include="dlib/dnn.h"/>
 
-         <term file="dlib/dnn/core_abstract.h.html" name="add_layer" include="dlib/dnn.h"/>
-         <term file="dlib/dnn/core_abstract.h.html" name="add_loss_layer" include="dlib/dnn.h"/>
+         <term file="ml.html" name="add_layer" include="dlib/dnn.h"/>
+         <term file="ml.html" name="add_loss_layer" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="repeat_group" include="dlib/dnn.h"/>
-         <term file="dlib/dnn/core_abstract.h.html" name="repeat" include="dlib/dnn.h"/>
-         <term file="dlib/dnn/core_abstract.h.html" name="add_tag_layer" include="dlib/dnn.h"/>
+         <term file="ml.html" name="repeat" include="dlib/dnn.h"/>
+         <term file="ml.html" name="add_tag_layer" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="tag_id" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="tag1" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="tag2" include="dlib/dnn.h"/>
@@ -61,7 +61,7 @@
          <term file="dlib/dnn/core_abstract.h.html" name="tag8" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="tag9" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="tag10" include="dlib/dnn.h"/>
-         <term file="dlib/dnn/core_abstract.h.html" name="add_skip_layer" include="dlib/dnn.h"/>
+         <term file="ml.html" name="add_skip_layer" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="skip1" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="skip2" include="dlib/dnn.h"/>
          <term file="dlib/dnn/core_abstract.h.html" name="skip3" include="dlib/dnn.h"/>
@@ -110,7 +110,7 @@
          <term file="dlib/dnn/input_abstract.h.html" name="input_rgb_image" include="dlib/dnn.h"/>
          <term file="dlib/dnn/input_abstract.h.html" name="input_rgb_image_sized" include="dlib/dnn.h"/>
 
-         <term file="dlib/dnn/trainer_abstract.h.html" name="dnn_trainer" include="dlib/dnn.h"/>
+         <term file="ml.html" name="dnn_trainer" include="dlib/dnn.h"/>
 
          <term file="dlib/dnn/loss_abstract.h.html" name="EXAMPLE_LOSS_LAYER_" include="dlib/dnn.h"/>
          <term file="dlib/dnn/loss_abstract.h.html" name="loss_binary_hinge_" include="dlib/dnn.h"/>