From db9f90bc8dd28df20c8fd252ba250e82f864d3f9 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 00:58:44 +0000
Subject: [PATCH 01/10] add microsoft link to nav

---
 _templates/layout.html | 38 ++++++++++++++++++++++++++++++++++++++
 1 file changed, 38 insertions(+)

diff --git a/_templates/layout.html b/_templates/layout.html
index 94a6a9252ca..1ea073763ba 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -3,6 +3,42 @@
 {% block footer %}
 {{ super() }}
 <script>
+
+  
+//add microsoft link
+
+if(window.location.href.indexOf("/beginner/basics"))
+{
+  var url="https://docs.microsoft.com/learn/paths/pytorch-fundamentals/?wt.mc_id=aiml-26954-cxa";
+  switch(window.location.pathname.split("/").pop().replace('.html',''))
+  {
+    case"quickstart_tutorial":
+      url="https://docs.microsoft.com/en-us/learn/modules/intro-machine-learning-pytorch/9-quickstart?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"tensorqs_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/2-tensors?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"data_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/3-data?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"transforms_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/4-transforms?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"buildmodel_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/5-model?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"autogradqs_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/6-autograd?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"optimization_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/7-optimization?WT.mc_id=aiml-7486-cxa";
+      break;
+    case"saveloadrun_tutorial":
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa"
+    }
+    
+    $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="../../_static/img/basics/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')}
+
   !function(f,b,e,v,n,t,s)
   {if(f.fbq)return;n=f.fbq=function(){n.callMethod?
   n.callMethod.apply(n,arguments):n.queue.push(arguments)};
@@ -46,6 +82,8 @@
      $(".rating-container").hide();
      $(".hr-bottom").hide();
    }
+
+
 </script>
 
 <noscript>

From ab66bc5f479f2351104605864281bddab366ac81 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 09:46:06 -0500
Subject: [PATCH 02/10] Create staging.yml (#50)

---
 .github/workflows/staging.yml | 41 +++++++++++++++++++++++++++++++++++
 1 file changed, 41 insertions(+)
 create mode 100644 .github/workflows/staging.yml

diff --git a/.github/workflows/staging.yml b/.github/workflows/staging.yml
new file mode 100644
index 00000000000..ddd03a7a7c9
--- /dev/null
+++ b/.github/workflows/staging.yml
@@ -0,0 +1,41 @@
+name: PyTorch Tutorial Staging
+
+on:
+  push:
+    branches:
+        - seth-blitz
+        - learn-link-cassie
+jobs:
+  tutorial-staging:
+    runs-on: ubuntu-latest
+    env:
+        WEB_PATH: $web
+        ACCOUNT: ${{ secrets.stagingaccount }}
+        KEY: ${{ secrets.stagingkey }}
+        SOURCEDIR: .
+        BUILDDIR: _build/html
+    steps:
+    - uses: actions/checkout@v2
+    - uses: actions/setup-python@v2
+      with:
+        python-version: 3.6
+    -
+      # install requirements
+      name: install requirements
+      run: |
+          pip install --no-cache-dir -r requirements.txt
+    -
+      # build site
+      name: sphinx build
+      run: |
+          sphinx-build -D plot_gallery=0 -b html "$SOURCEDIR" "$BUILDDIR"
+    -
+      # clear old site
+      name: clear old site
+      run : |
+          az storage blob delete-batch --source $WEB_PATH --account-name $ACCOUNT --account-key $KEY
+    - 
+      # push to azure storage
+      name: push to azure storage
+      run : |
+          az storage blob upload-batch -s $BUILDDIR -d $WEB_PATH --account-name $ACCOUNT --account-key $KEY

From 9351b6346d80c500ab57b721b47a23c3744456f0 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 15:04:32 +0000
Subject: [PATCH 03/10] fix image for run ms learn

---
 _templates/layout.html | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_templates/layout.html b/_templates/layout.html
index 1ea073763ba..3c236e3af4f 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -13,7 +13,7 @@
   switch(window.location.pathname.split("/").pop().replace('.html',''))
   {
     case"quickstart_tutorial":
-      url="https://docs.microsoft.com/en-us/learn/modules/intro-machine-learning-pytorch/9-quickstart?WT.mc_id=aiml-7486-cxa";
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/9-quickstart?WT.mc_id=aiml-7486-cxa";
       break;
     case"tensorqs_tutorial":
       url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/2-tensors?WT.mc_id=aiml-7486-cxa";
@@ -37,7 +37,8 @@
       url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa"
     }
     
-    $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="../../_static/img/basics/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')}
+    $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="/_static/img/basics/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')
+  }
 
   !function(f,b,e,v,n,t,s)
   {if(f.fbq)return;n=f.fbq=function(){n.callMethod?

From 1c9140e8e4574c7510a4100ceaddebc4910ab299 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 15:17:22 +0000
Subject: [PATCH 04/10] fix format

---
 _templates/layout.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_templates/layout.html b/_templates/layout.html
index 3c236e3af4f..c57ccb4af20 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -37,7 +37,7 @@
       url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa"
     }
     
-    $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="/_static/img/basics/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')
+    $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="../../_static/images/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')
   }
 
   !function(f,b,e,v,n,t,s)

From 1e4ad0fc29d5867de662046f4f5de674c19e1166 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 15:26:18 +0000
Subject: [PATCH 05/10] add image

---
 _static/images/microsoft-logo.svg | 80 +++++++++++++++++++++++++++++++
 1 file changed, 80 insertions(+)
 create mode 100644 _static/images/microsoft-logo.svg

diff --git a/_static/images/microsoft-logo.svg b/_static/images/microsoft-logo.svg
new file mode 100644
index 00000000000..a1a7ce2d7a7
--- /dev/null
+++ b/_static/images/microsoft-logo.svg
@@ -0,0 +1,80 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 25.2.3, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 1024 1024" style="enable-background:new 0 0 1024 1024;" xml:space="preserve">
+<image style="overflow:visible;" width="1024" height="1024" xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAQACAMAAABIw9uxAAAABGdBTUEAALGPC/xhBQAAACBjSFJN
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+ZGlmeQAyMDIwLTA0LTE4VDExOjQwOjMyKzAwOjAwiUzaGwAAAABJRU5ErkJggg==">
+</image>
+</svg>

From aabf6f521238e430f682708b916f4abb4145d561 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 15:39:46 +0000
Subject: [PATCH 06/10] fix href check

---
 _templates/layout.html | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_templates/layout.html b/_templates/layout.html
index c57ccb4af20..bbf9787e6aa 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -7,7 +7,7 @@
   
 //add microsoft link
 
-if(window.location.href.indexOf("/beginner/basics"))
+if(window.location.href.indexOf("/beginner/basics/")!= -1)
 {
   var url="https://docs.microsoft.com/learn/paths/pytorch-fundamentals/?wt.mc_id=aiml-26954-cxa";
   switch(window.location.pathname.split("/").pop().replace('.html',''))
@@ -34,7 +34,7 @@
       url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/7-optimization?WT.mc_id=aiml-7486-cxa";
       break;
     case"saveloadrun_tutorial":
-      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa"
+      url="https://docs.microsoft.com/learn/modules/intro-machine-learning-pytorch/8-inference?WT.mc_id=aiml-7486-cxa";
     }
     
     $(".pytorch-call-to-action-links").children().first().before("<a href="+url+' data-behavior="call-to-action-event" data-response="Run in Microsoft Learn" target="_blank"><div id="microsoft-learn-link" style="padding-bottom: 0.625rem;border-bottom: 1px solid #f3f4f7;padding-right: 2.5rem;display: -webkit-box;  display: -ms-flexbox; isplay: flex; -webkit-box-align: center;-ms-flex-align: center;align-items: center;"><img class="call-to-action-img" src="../../_static/images/microsoft-logo.svg"/><div class="call-to-action-desktop-view">Run in Microsoft Learn</div><div class="call-to-action-mobile-view">Learn</div></div></a>')

From ea263c41e16bd7369ec8ce3833cc08817da81be7 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 16:26:32 +0000
Subject: [PATCH 07/10] updated "in the cloud" to ms learn

---
 beginner_source/basics/intro.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/beginner_source/basics/intro.py b/beginner_source/basics/intro.py
index 3fe2519857c..12c5315e01f 100644
--- a/beginner_source/basics/intro.py
+++ b/beginner_source/basics/intro.py
@@ -34,7 +34,7 @@
 ------------------
 You can run this tutorial in a couple of ways:
 
-- **In the cloud**: This is the easiest way to get started! Each section has a Colab link at the top, which opens a notebook with the code in a fully-hosted environment. Pro tip: Use Colab with a GPU runtime to speed up operations *Runtime > Change runtime type > GPU*
+- **In the cloud**: This is the easiest way to get started! Each section has a "Run in Microsoft Learn" link at the top, which opens a integrated notebook in Microsoft Learn with the code in a fully-hosted environment. 
 - **Locally**: This option requires you to setup PyTorch and TorchVision first on your local machine (`installation instructions <https://pytorch.org/get-started/locally/>`_). Download the notebook or copy the code into your favorite IDE.
 
 

From 2b065738e6e18797c759d11b78968df6a81ec04d Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Fri, 21 May 2021 16:42:07 +0000
Subject: [PATCH 08/10] fix default link id

---
 _templates/layout.html | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_templates/layout.html b/_templates/layout.html
index bbf9787e6aa..d9cb879bdbc 100644
--- a/_templates/layout.html
+++ b/_templates/layout.html
@@ -9,7 +9,7 @@
 
 if(window.location.href.indexOf("/beginner/basics/")!= -1)
 {
-  var url="https://docs.microsoft.com/learn/paths/pytorch-fundamentals/?wt.mc_id=aiml-26954-cxa";
+  var url="https://docs.microsoft.com/learn/paths/pytorch-fundamentals/?wt.mc_id=aiml-7486-cxa";
   switch(window.location.pathname.split("/").pop().replace('.html',''))
   {
     case"quickstart_tutorial":

From 2568398b3e7058ffc5e9158a58d8023df2ccf1f2 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Mon, 24 May 2021 17:11:17 +0000
Subject: [PATCH 09/10] remove staging github action

---
 .github/workflows/staging.yml | 41 -----------------------------------
 1 file changed, 41 deletions(-)
 delete mode 100644 .github/workflows/staging.yml

diff --git a/.github/workflows/staging.yml b/.github/workflows/staging.yml
deleted file mode 100644
index ddd03a7a7c9..00000000000
--- a/.github/workflows/staging.yml
+++ /dev/null
@@ -1,41 +0,0 @@
-name: PyTorch Tutorial Staging
-
-on:
-  push:
-    branches:
-        - seth-blitz
-        - learn-link-cassie
-jobs:
-  tutorial-staging:
-    runs-on: ubuntu-latest
-    env:
-        WEB_PATH: $web
-        ACCOUNT: ${{ secrets.stagingaccount }}
-        KEY: ${{ secrets.stagingkey }}
-        SOURCEDIR: .
-        BUILDDIR: _build/html
-    steps:
-    - uses: actions/checkout@v2
-    - uses: actions/setup-python@v2
-      with:
-        python-version: 3.6
-    -
-      # install requirements
-      name: install requirements
-      run: |
-          pip install --no-cache-dir -r requirements.txt
-    -
-      # build site
-      name: sphinx build
-      run: |
-          sphinx-build -D plot_gallery=0 -b html "$SOURCEDIR" "$BUILDDIR"
-    -
-      # clear old site
-      name: clear old site
-      run : |
-          az storage blob delete-batch --source $WEB_PATH --account-name $ACCOUNT --account-key $KEY
-    - 
-      # push to azure storage
-      name: push to azure storage
-      run : |
-          az storage blob upload-batch -s $BUILDDIR -d $WEB_PATH --account-name $ACCOUNT --account-key $KEY

From c59d2164b3b3bfd2eb1fd83d64fb8b4f349be309 Mon Sep 17 00:00:00 2001
From: Cassie <46505951+cassieview@users.noreply.github.com>
Date: Mon, 24 May 2021 17:24:01 +0000
Subject: [PATCH 10/10] fix run in ms learn

---
 beginner_source/basics/intro.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/beginner_source/basics/intro.py b/beginner_source/basics/intro.py
index 12c5315e01f..6ab2b093f30 100644
--- a/beginner_source/basics/intro.py
+++ b/beginner_source/basics/intro.py
@@ -34,7 +34,7 @@
 ------------------
 You can run this tutorial in a couple of ways:
 
-- **In the cloud**: This is the easiest way to get started! Each section has a "Run in Microsoft Learn" link at the top, which opens a integrated notebook in Microsoft Learn with the code in a fully-hosted environment. 
+- **In the cloud**: This is the easiest way to get started! Each section has a "Run in Microsoft Learn" link at the top, which opens an integrated notebook in Microsoft Learn with the code in a fully-hosted environment. 
 - **Locally**: This option requires you to setup PyTorch and TorchVision first on your local machine (`installation instructions <https://pytorch.org/get-started/locally/>`_). Download the notebook or copy the code into your favorite IDE.