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Merge pull request pytorch#173 from chsasank/master
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A few cosmetic changes
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chsasank authored Nov 8, 2017
2 parents 8791ae1 + 07918d2 commit 140eb2a
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38 changes: 7 additions & 31 deletions index.rst
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Expand Up @@ -67,50 +67,26 @@ Beginner Tutorials
Intermediate Tutorials
----------------------

Visual Attention for CNN
^^^^^^^^^^^^^^^^^^^^^^^^

.. galleryitem:: intermediate/spatial_transformer_tutorial.py

.. raw:: html

<div style='clear:both'></div>

RNNs for NLP
^^^^^^^^^^^^

Applying recurrent neural networks to natural language tasks, from
classification to generation.


.. galleryitem:: intermediate/char_rnn_classification_tutorial.py

.. galleryitem:: intermediate/char_rnn_generation_tutorial.py
:figure: _static/img/char_rnn_generation.png

.. galleryitem:: intermediate/seq2seq_translation_tutorial.py
:figure: _static/img/seq2seq_flat.png

.. raw:: html

<div style='clear:both'></div>

Reinforcement Learning
^^^^^^^^^^^^^^^^^^^^^^

.. galleryitem:: intermediate/reinforcement_q_learning.py
:figure: _static/img/cartpole.gif

.. raw:: html

<div style='clear:both'></div>

Distributed Learning
^^^^^^^^^^^^^^^^^^^^^^

.. customgalleryitem::
:tooltip: Writing Distributed Applications with PyTorch.
:description: :doc:`/intermediate/dist_tuto`
:figure: _static/img/distributed/DistPyTorch.jpg


.. galleryitem:: intermediate/spatial_transformer_tutorial.py


.. raw:: html

<div style='clear:both'></div>
Expand All @@ -121,12 +97,12 @@ Distributed Learning
:hidden:
:caption: Intermediate Tutorials

intermediate/spatial_transformer_tutorial
intermediate/char_rnn_classification_tutorial
intermediate/char_rnn_generation_tutorial
intermediate/seq2seq_translation_tutorial
intermediate/reinforcement_q_learning
intermediate/dist_tuto
intermediate/spatial_transformer_tutorial


Advanced Tutorials
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10 changes: 9 additions & 1 deletion intermediate_source/README.txt
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Expand Up @@ -15,4 +15,12 @@ Intermediate tutorials

4. reinforcement_q_learning.py
Reinforcement Learning (DQN) tutorial
http://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html
http://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html

5. dist_tuto.rst
Writing Distributed Applications with PyTorch
http://pytorch.org/tutorials/intermediate/dist_tuto.html

6. spatial_transformer_tutorial
Spatial Transformer Networks Tutorial
http://pytorch.org/tutorials/intermediate/spatial_transformer_tutorial.html

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