<commit_before>toc:
- title: Get started with TensorFlow
  path: /tutorials/

- title: Learn and use ML
  style: accordion
  section:
  - title: Overview
    path: /tutorials/keras/
  - title: Basic classification
    path: /tutorials/keras/basic_classification
  - title: Text classification
    path: /tutorials/keras/basic_text_classification
  - title: Regression
    path: /tutorials/keras/basic_regression
  - title: Overfitting and underfitting
    path: /tutorials/keras/overfit_and_underfit
  - title: Save and restore models
    path: /tutorials/keras/save_and_restore_models

- title: Research and experimentation
  style: accordion
  section:
  - title: Overview
    path: /tutorials/eager/
  - title: Eager execution
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/eager_basics.ipynb
    status: external
  - title: Automatic differentiation
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/automatic_differentiation.ipynb
    status: external
  - title: "Custom training: basics"
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_training.ipynb
    status: external
  - title: Custom layers
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_layers.ipynb
    status: external
  - title: "Custom training: walkthrough"
    path: /tutorials/eager/custom_training_walkthrough
  - title: Translation with attention
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.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<commit_msg>Adding additional example for tf.keras and eager execution.<commit_after>toc:
- title: Get started with TensorFlow
  path: /tutorials/

- title: Learn and use ML
  style: accordion
  section:
  - title: Overview
    path: /tutorials/keras/
  - title: Basic classification
    path: /tutorials/keras/basic_classification
  - title: Text classification
    path: /tutorials/keras/basic_text_classification
  - title: Regression
    path: /tutorials/keras/basic_regression
  - title: Overfitting and underfitting
    path: /tutorials/keras/overfit_and_underfit
  - title: Save and restore models
    path: /tutorials/keras/save_and_restore_models

- title: Research and experimentation
  style: accordion
  section:
  - title: Overview
    path: /tutorials/eager/
  - title: Eager execution
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/eager_basics.ipynb
    status: external
  - title: Automatic differentiation
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/automatic_differentiation.ipynb
    status: external
  - title: "Custom training: basics"
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_training.ipynb
    status: external
  - title: Custom layers
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/notebooks/custom_layers.ipynb
    status: external
  - title: "Custom training: walkthrough"
    path: /tutorials/eager/custom_training_walkthrough
  - title: Text generation
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/generative_examples/text_generation.ipynb
    status: external
  - title: Translation with attention
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/nmt_with_attention/nmt_with_attention.ipynb
    status: external
  - 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: Pix2Pix
    path: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/eager/python/examples/pix2pix/pix2pix_eager.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
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