Update index.rst (#2899) (#2901)

Adds classification data and links to the class libraries.

Co-authored-by: Brian Johnson <[email protected]>

Author: fmassa

docs/source/index.rst

@@ -1,5 +1,28 @@
 torchvision
 ===========
+This library is part of the `PyTorch
+<http://pytorch.org/>`_ project. PyTorch is an open source
+machine learning framework.
+
+Features described in this documentation are classified by release status:
+
+  *Stable:*  These features will be maintained long-term and there should generally
+  be no major performance limitations or gaps in documentation.
+  We also expect to maintain backwards compatibility (although
+  breaking changes can happen and notice will be given one release ahead
+  of time).
+
+  *Beta:*  Features are tagged as Beta because the API may change based on
+  user feedback, because the performance needs to improve, or because
+  coverage across operators is not yet complete. For Beta features, we are
+  committing to seeing the feature through to the Stable classification.
+  We are not, however, committing to backwards compatibility.
+
+  *Prototype:*  These features are typically not available as part of
+  binary distributions like PyPI or Conda, except sometimes behind run-time
+  flags, and are at an early stage for feedback and testing.
+
+
 
 The :mod:`torchvision` package consists of popular datasets, model
 architectures, and common image transformations for computer vision.
@@ -17,3 +40,15 @@ architectures, and common image transformations for computer vision.
 
 .. automodule:: torchvision
    :members:
+
+.. toctree::
+   :maxdepth: 1
+   :caption: PyTorch Libraries
+
+   PyTorch <https://pytorch.org/docs>
+   torchaudio <https://pytorch.org/audio>
+   torchtext <https://pytorch.org/text>
+   torchvision <https://pytorch.org/vision>
+   TorchElastic <https://pytorch.org/elastic/>
+   TorchServe <https://pytorch.org/serve>
+   PyTorch on XLA Devices <http://pytorch.org/xla/>