Fix template tutorial, update gitignore

Author: Svetlana Karslioglu

.gitignore

@@ -124,3 +124,6 @@ cleanup.sh
 
 # VSCode
 *.vscode
+
+# pyspelling
+dictionary.dic

.pyspelling.yml

@@ -13,7 +13,10 @@ matrix:
       context_visible_first: true
       delimiters:
         # Exclude figure rST tags
-        - open: '\.\.\s+(figure|literalinclude|math|image)::'
+        - open: '\.\.\s+(figure|literalinclude|math|image|grid)::'
+          close: '\n'
+        # Exclude raw directive
+        - open: '\.\. (raw)::.*$\n*'
           close: '\n'
         # Exclude Python coding directives
         - open: '-\*- coding:'

beginner_source/template_tutorial.py

@@ -8,13 +8,13 @@
 
 .. grid:: 2
 
-   .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn
+    .. grid-item-card:: :octicon:`mortar-board;1em;` What you will learn
 
       * Item 1
       * Item 2
       * Item 3
 
-   .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites
+    .. grid-item-card:: :octicon:`list-unordered;1em;` Prerequisites
 
       * PyTorch v2.0.0
       * GPU ???
@@ -35,18 +35,18 @@
    respects regular expressions.
    For example to run only ``neural_style_transfer_tutorial.py``,
    use the following command:
-   
+
    .. code-block:: sh
-   
+
       GALLERY_PATTERN="neural_style_transfer_tutorial.py" make html
-    
+
    or
-   
+
    .. code-block:: sh
-      
+
       GALLERY_PATTERN="neural_style_transfer_tutorial.py" sphinx-build . _build
-  
-* Make a copy of this repo and add only your
+
+* Make a copy of this repository and add only your
   tutorial to the `beginner_source` directory removing all other tutorials.
   Then run ``make html``.