From 6e063580e7651a5f0429eb30f8f5d8c959f3db8f Mon Sep 17 00:00:00 2001
From: Billy Lamberta <blamb@google.com>
Date: Fri, 17 Aug 2018 15:20:38 -0700
Subject: Keep 'Research and experimentation' collection as an intro to eager.
 Move more advanced notebooks into separate categories.

PiperOrigin-RevId: 209215629
---
 tensorflow/docs_src/tutorials/_toc.yaml      | 50 +++++++++++++++-------------
 tensorflow/docs_src/tutorials/eager/index.md |  1 -
 2 files changed, 27 insertions(+), 24 deletions(-)

(limited to 'tensorflow/docs_src')

diff --git a/tensorflow/docs_src/tutorials/_toc.yaml b/tensorflow/docs_src/tutorials/_toc.yaml
index 0e25208a00..c0b85497e0 100644
--- a/tensorflow/docs_src/tutorials/_toc.yaml
+++ b/tensorflow/docs_src/tutorials/_toc.yaml
@@ -37,6 +37,26 @@ toc:
     status: external
   - title: "Custom training: walkthrough"
     path: /tutorials/eager/custom_training_walkthrough
+
+- title: ML at production scale
+  style: accordion
+  section:
+  - title: Linear model with Estimators
+    path: /tutorials/estimators/linear
+  - title: Wide and deep learning
+    path: https://github.com/tensorflow/models/tree/master/official/wide_deep
+    status: external
+  - title: Boosted trees
+    path: https://github.com/tensorflow/models/tree/master/official/boosted_trees
+    status: external
+  - title: Text classifier with TF-Hub
+    path: /hub/tutorials/text_classification_with_tf_hub
+  - title: Build a CNN using Estimators
+    path: /tutorials/estimators/cnn
+
+- title: Generative models
+  style: accordion
+  section:
   - title: Text generation
     path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb
     status: external
@@ -46,41 +66,25 @@ toc:
   - title: Image captioning
     path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/image_captioning_with_attention.ipynb
     status: external
-  - title: Neural Style Transfer
-    path: https://github.com/tensorflow/models/blob/master/research/nst_blogpost/4_Neural_Style_Transfer_with_Eager_Execution.ipynb
-    status: external
   - title: DCGAN
     path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/dcgan.ipynb
     status: external
   - title: VAE
     path: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/eager/python/examples/generative_examples/cvae.ipynb
     status: external
+
+- title: Images
+  style: accordion
+  section:
   - title: Pix2Pix
     path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/pix2pix/pix2pix_eager.ipynb
     status: external
+  - title: Neural Style Transfer
+    path: https://github.com/tensorflow/models/blob/master/research/nst_blogpost/4_Neural_Style_Transfer_with_Eager_Execution.ipynb
+    status: external
   - title: Image Segmentation
     path: https://github.com/tensorflow/models/blob/master/samples/outreach/blogs/segmentation_blogpost/image_segmentation.ipynb
     status: external
-
-- title: ML at production scale
-  style: accordion
-  section:
-  - title: Linear model with Estimators
-    path: /tutorials/estimators/linear
-  - title: Wide and deep learning
-    path: https://github.com/tensorflow/models/tree/master/official/wide_deep
-    status: external
-  - title: Boosted trees
-    path: https://github.com/tensorflow/models/tree/master/official/boosted_trees
-    status: external
-  - title: Text classifier with TF-Hub
-    path: /hub/tutorials/text_classification_with_tf_hub
-  - title: Build a CNN using Estimators
-    path: /tutorials/estimators/cnn
-
-- title: Images
-  style: accordion
-  section:
   - title: Image recognition
     path: /tutorials/images/image_recognition
   - title: Image retraining
diff --git a/tensorflow/docs_src/tutorials/eager/index.md b/tensorflow/docs_src/tutorials/eager/index.md
index a13b396094..887c820b85 100644
--- a/tensorflow/docs_src/tutorials/eager/index.md
+++ b/tensorflow/docs_src/tutorials/eager/index.md
@@ -10,4 +10,3 @@ auto&nbsp;differentiation. Start with these notebooks, then read the
 3. <span>[Custom training: basics](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_training.ipynb){:.external}</span>
 4. <span>[Custom layers](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_layers.ipynb){:.external}</span>
 5. [Custom training: walkthrough](/tutorials/eager/custom_training_walkthrough)
-6. <span>[Advanced example: Neural machine translation with attention](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.ipynb){:.external}</span>
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