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Fix cards in the Deep Learning intro tutorial #2068

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Merged
merged 3 commits into from
Oct 14, 2022
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Fix cards in the Deep Learning intro tutorial #2068

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ff7c19e
Fix cards in the Deep Learning intro tutorial
Oct 5, 2022
178aa6e
Merge branch 'master' into fix-cards-60min-blitz
Oct 14, 2022
51495a9
Merge branch 'master' into fix-cards-60min-blitz
Oct 14, 2022
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41 changes: 27 additions & 14 deletions beginner_source/deep_learning_60min_blitz.rst
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Expand Up @@ -20,14 +20,12 @@ Goal of this tutorial:
- Understand PyTorch’s Tensor library and neural networks at a high level.
- Train a small neural network to classify images


.. Note::
Make sure you have the `torch`_ and `torchvision`_ packages installed.
To run the tutorials below, make sure you have the `torch`_ and `torchvision`_
packages installed.

.. _torch: https://github.com/pytorch/pytorch
.. _torchvision: https://github.com/pytorch/vision


.. toctree::
:hidden:

Expand All @@ -36,18 +34,33 @@ Goal of this tutorial:
/beginner/blitz/neural_networks_tutorial
/beginner/blitz/cifar10_tutorial

.. galleryitem:: /beginner/blitz/tensor_tutorial.py
:figure: /_static/img/tensor_illustration_flat.png
.. grid:: 4

.. galleryitem:: /beginner/blitz/autograd_tutorial.py
:figure: /_static/img/autodiff.png
.. grid-item-card:: :octicon:`file-code;1em` Tensors
:link: /beginner/blitz/tensor_tutorial.html

.. galleryitem:: /beginner/blitz/neural_networks_tutorial.py
:figure: /_static/img/mnist.png
In this tutorial, you will learn the basics of PyTorch tensors.
+++
:octicon:`code;1em` Code

.. galleryitem:: /beginner/blitz/cifar10_tutorial.py
:figure: /_static/img/cifar10.png
.. grid-item-card:: :octicon:`file-code;1em` A Gentle Introduction to torch.autograd
:link: /beginner/blitz/autograd_tutorial.html

.. raw:: html
Learn about autograd.
+++
:octicon:`code;1em` Code

.. grid-item-card:: :octicon:`file-code;1em` Neural Networks
:link: /beginner/blitz/neural_networks_tutorial.html

This tutorial demonstrates how you can train neural networks in PyTorch.
+++
:octicon:`code;1em` Code

.. grid-item-card:: :octicon:`file-code;1em` Training a Classifier
:link: /beginner/blitz/cifar10_tutorial.html

<div style='clear:both'></div>
Learn how to train an image classifier in PyTorch by using the
CIFAR10 dataset.
+++
:octicon:`code;1em` Code