Test .md, .rst, .py

Author: svekars

README.md

@@ -7,7 +7,7 @@ All the tutorials are now presented as sphinx style documentation at:
 
 # Asking a question
 
-If you have a question about a tutorial, post in https://dev-discuss.pytorch.org/ rather than creating an issue in this repo. Your question will be answered much faster on the dev-discuss forum.
+If you hve a qestion about a tutorial, post in https://dev-discuss.pytorch.org/ rather than creating an issue in this repo. Your question will be answered much faster on the dev-discuss forum.
 
 # Submitting an issue
 
@@ -20,7 +20,7 @@ You can submit the following types of issues:
 
 We use sphinx-gallery's [notebook styled examples](https://sphinx-gallery.github.io/stable/tutorials/index.html) to create the tutorials. Syntax is very simple. In essence, you write a slightly well formatted Python file and it shows up as an HTML page. In addition, a Jupyter notebook is autogenerated and available to run in Google Colab.
 
-Here is how you can create a new tutorial (for a detailed description, see [CONTRIBUTING.md](./CONTRIBUTING.md)):
+Here is how you can ceate a new tutorial (for a detailed description, see [CONTRIBUTING.md](./CONTRIBUTING.md)):
 
 NOTE: Before submitting a new tutorial, read [PyTorch Tutorial Submission Policy](./tutorial_submission_policy.md).
 

beginner_source/colab.rst

@@ -10,8 +10,8 @@ run PyTorch tutorials in Google Colab.
 PyTorch Version in Google Colab
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-When you are running a tutorial that requires a version of PyTorch that has
-just been released, that version might not be yet available in Google Colab.
+Wen you are running a tutorial that requires a version of PyTorch that has
+jst been released, that version might not be yet available in Google Colab.
 To check that you have the required ``torch`` and compatible domain libraries
 installed, run ``!pip list``.
 
@@ -27,7 +27,7 @@ Using Tutorial Data from Google Drive in Colab
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 We've added a new feature to tutorials that allows users to open the
-notebook associated with a tutorial in Google Colab. You may need to
+ntebook associated with a tutorial in Google Colab. You may need to
 copy data to your Google drive account to get the more complex tutorials
 to work.
 

beginner_source/introyt/tensors_deeper_tutorial.py

@@ -44,7 +44,7 @@
 
 
 ##########################################################################
-# Let’s unpack what we just did:
+# Let’s upack what we just did:
 # 
 # -  We created a tensor using one of the numerous factory methods
 #    attached to the ``torch`` module.
@@ -85,7 +85,7 @@
 
 
 #########################################################################
-# The factory methods all do just what you’d expect - we have a tensor
+# The fctory methods all do just what you’d expect - we have a tensor
 # full of zeros, another full of ones, and another with random values
 # between 0 and 1.
 #