From 76651d6fa62a4f01742fc7c4a3764beddcb87eae Mon Sep 17 00:00:00 2001
From: GitHub Actions <actions@github.com>
Date: Tue, 2 Jul 2024 00:43:54 +0000
Subject: [PATCH] site deploy

Auto-generated via {sandpaper}
Source  : b1cc7aa335de3178d28509a9da673edafc284423
Branch  : md-outputs
Author  : GitHub Actions <actions@github.com>
Time    : 2023-09-01 13:59:50 +0000
Message : markdown source builds

Auto-generated via {sandpaper}
Source  : 4c322e51a6487708a4c1060a923e886d31751a21
Branch  : main
Author  : Jon Wheeler <jonathan.wheeler01@gmail.com>
Time    : 2023-09-01 13:58:20 +0000
Message : add wide window def to ep 4
---
 01-introduction.html                     |  4 ++--
 02-feature-engineering.html              |  4 ++--
 03-data-windows.html                     |  4 ++--
 04-single-step-forecasts.html            |  4 ++--
 05-multi-step-forecasts.html             |  4 ++--
 404.html                                 |  6 +++---
 CODE_OF_CONDUCT.html                     |  4 ++--
 LICENSE.html                             |  4 ++--
 aio.html                                 |  6 +++---
 images.html                              |  6 +++---
 index.html                               | 10 +++++-----
 instructor-notes.html                    |  6 +++---
 instructor/01-introduction.html          |  4 ++--
 instructor/02-feature-engineering.html   |  4 ++--
 instructor/03-data-windows.html          |  4 ++--
 instructor/04-single-step-forecasts.html |  4 ++--
 instructor/05-multi-step-forecasts.html  |  4 ++--
 instructor/404.html                      |  6 +++---
 instructor/CODE_OF_CONDUCT.html          |  4 ++--
 instructor/LICENSE.html                  |  4 ++--
 instructor/aio.html                      |  6 +++---
 instructor/images.html                   |  6 +++---
 instructor/index.html                    | 10 +++++-----
 instructor/instructor-notes.html         |  6 +++---
 instructor/key-points.html               |  6 +++---
 instructor/profiles.html                 |  6 +++---
 key-points.html                          |  6 +++---
 pkgdown.yml                              |  2 +-
 profiles.html                            |  6 +++---
 29 files changed, 75 insertions(+), 75 deletions(-)

diff --git a/01-introduction.html b/01-introduction.html
index ba83155..d6f84c9 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -442,7 +442,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -465,7 +465,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/01-introduction.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2023-08-29",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/02-feature-engineering.html b/02-feature-engineering.html
index bf87140..95e78fd 100644
--- a/02-feature-engineering.html
+++ b/02-feature-engineering.html
@@ -859,7 +859,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -882,7 +882,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/02-feature-engineering.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2023-08-25",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/03-data-windows.html b/03-data-windows.html
index 34d1a48..3800e16 100644
--- a/03-data-windows.html
+++ b/03-data-windows.html
@@ -1006,7 +1006,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1029,7 +1029,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/03-data-windows.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2023-08-28",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/04-single-step-forecasts.html b/04-single-step-forecasts.html
index c1b4c0c..f1b4a7a 100644
--- a/04-single-step-forecasts.html
+++ b/04-single-step-forecasts.html
@@ -1274,7 +1274,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1297,7 +1297,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/04-single-step-forecasts.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2023-09-01",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/05-multi-step-forecasts.html b/05-multi-step-forecasts.html
index d7d96c7..f7d0c81 100644
--- a/05-multi-step-forecasts.html
+++ b/05-multi-step-forecasts.html
@@ -1001,7 +1001,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -1024,7 +1024,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/05-multi-step-forecasts.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2023-08-31",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index 7cca473..27c7b5f 100644
--- a/404.html
+++ b/404.html
@@ -343,7 +343,7 @@ <h1>Page not found</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -365,8 +365,8 @@ <h1>Page not found</h1>
   "url": "https://carpentries-incubator.github.io/python-classifying-power-consumption/404.html",
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/404.html",
   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 4d79bbd..54dfa68 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -366,7 +366,7 @@ <h1>Contributor Code of Conduct</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -389,7 +389,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/CODE_OF_CONDUCT.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2022-08-24",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index e8fd13e..67c5d32 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -418,7 +418,7 @@ <h1>Licenses</h1>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -441,7 +441,7 @@ <h1>Licenses</h1>
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/LICENSE.html",
   "dateCreated": "2023-09-01",
   "dateModified": "2022-08-24",
-  "datePublished": "2024-06-25"
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index b0c11d4..b375df5 100644
--- a/aio.html
+++ b/aio.html
@@ -3230,7 +3230,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -3253,8 +3253,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://carpentries-incubator.github.io/python-classifying-power-consumption/aio.html",
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/aio.html",
   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index 3420091..a376028 100644
--- a/images.html
+++ b/images.html
@@ -483,7 +483,7 @@ <h3 id="05-multi-step-forecasts-figure-7">Figure 7</h3>
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer>
 </div> <!-- / div.container -->
@@ -506,8 +506,8 @@ <h3 id="05-multi-step-forecasts-figure-7">Figure 7</h3>
   "url": "https://carpentries-incubator.github.io/python-classifying-power-consumption/images.html",
   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/images.html",
   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
-  "datePublished": "2024-06-25"
+  "dateModified": "2024-07-02",
+  "datePublished": "2024-07-02"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index f12b105..d7a8274 100644
--- a/index.html
+++ b/index.html
@@ -390,7 +390,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Using Jupyter Notebook
   </h4>
 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>The Anaconda distribution recommended above includes Jupyter
 Notebook, which is a browser-based electronic notebook environment that
@@ -440,7 +440,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Using a command line client
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Open a shell and enter <code>python3</code>
 </li>
@@ -493,7 +493,7 @@ <h4 class="accordion-header" id="headingSolution2">
         <p>Materials licensed under <a href="LICENSE.html">CC-BY 4.0</a> by the authors</p>
         
         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -466,7 +466,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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@@ -883,7 +883,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -1030,7 +1030,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 	<div id="to-top">
@@ -1298,7 +1298,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/05-multi-step-forecasts.html b/instructor/05-multi-step-forecasts.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -1025,7 +1025,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 	<div id="to-top">
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 	<div id="to-top">
@@ -390,7 +390,7 @@ <h1>Contributor Code of Conduct</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 	<div id="to-top">
@@ -442,7 +442,7 @@ <h1>Licenses</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -3258,8 +3258,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
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diff --git a/instructor/images.html b/instructor/images.html
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--- a/instructor/images.html
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@@ -483,7 +483,7 @@ <h3 id="05-multi-step-forecasts-figure-7">Figure 7</h3>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -506,8 +506,8 @@ <h3 id="05-multi-step-forecasts-figure-7">Figure 7</h3>
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 }
 
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--- a/instructor/index.html
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@@ -441,7 +441,7 @@ <h4 class="accordion-header" id="headingSolution1">
   Using Jupyter Notebook
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 </button>
-<div id="collapseSolution1" class="accordion-collapse collapse" aria-labelledby="headingSolution1" data-bs-parent="#accordionSolution1">
+<div id="collapseSolution1" class="accordion-collapse collapse" data-bs-parent="#accordionSolution1" aria-labelledby="headingSolution1">
 <div class="accordion-body">
 <p>The Anaconda distribution recommended above includes Jupyter
 Notebook, which is a browser-based electronic notebook environment that
@@ -491,7 +491,7 @@ <h4 class="accordion-header" id="headingSolution2">
   Using a command line client
   </h4>
 </button>
-<div id="collapseSolution2" class="accordion-collapse collapse" aria-labelledby="headingSolution2" data-bs-parent="#accordionSolution2">
+<div id="collapseSolution2" class="accordion-collapse collapse" data-bs-parent="#accordionSolution2" aria-labelledby="headingSolution2">
 <div class="accordion-body">
 <ol style="list-style-type: decimal"><li>Open a shell and enter <code>python3</code>
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@@ -544,7 +544,7 @@ <h4 class="accordion-header" id="headingSolution2">
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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@@ -566,8 +566,8 @@ <h4 class="accordion-header" id="headingSolution2">
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 475b96e..395dc62 100644
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@@ -390,7 +390,7 @@ <h1>Instructor Notes</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 </div> <!-- / div.container -->
@@ -413,8 +413,8 @@ <h1>Instructor Notes</h1>
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   "identifier": "https://carpentries-incubator.github.io/python-classifying-power-consumption/instructor/instructor-notes.html",
   "dateCreated": "2023-09-01",
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index be44c4f..22a09ed 100644
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 </div> <!-- / div.container -->
@@ -426,8 +426,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
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 }
 
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diff --git a/instructor/profiles.html b/instructor/profiles.html
index 5719a17..c58905b 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -319,7 +319,7 @@ <h1>Learner Profiles</h1>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
 			</div>
 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -341,8 +341,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
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 }
 
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diff --git a/key-points.html b/key-points.html
index 779598b..93e2510 100644
--- a/key-points.html
+++ b/key-points.html
@@ -403,7 +403,7 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
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+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 		</footer>
 </div> <!-- / div.container -->
@@ -426,8 +426,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
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diff --git a/pkgdown.yml b/pkgdown.yml
index 03db222..1d8f5b4 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
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+last_built: 2024-07-02T00:43Z
 
diff --git a/profiles.html b/profiles.html
index 24734d2..e401aa3 100644
--- a/profiles.html
+++ b/profiles.html
@@ -320,7 +320,7 @@ <h1>Learner Profiles</h1>
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         <p>Template licensed under <a href="https://creativecommons.org/licenses/by-sa/4.0/" class="external-link">CC-BY 4.0</a> by <a href="https://carpentries.org/" class="external-link">The Carpentries</a></p>
-        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.5" class="external-link">pegboard (0.7.5)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
+        <p>Built with <a href="https://github.com/carpentries/sandpaper/tree/0.16.5" class="external-link">sandpaper (0.16.5)</a>, <a href="https://github.com/carpentries/pegboard/tree/0.7.6" class="external-link">pegboard (0.7.6)</a>, and <a href="https://github.com/carpentries/varnish/tree/1.0.3" class="external-link">varnish (1.0.3)</a></p>
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 		</footer></div> <!-- / div.container -->
 	<div id="to-top">
@@ -342,8 +342,8 @@ <h1>Learner Profiles</h1>
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   "dateCreated": "2023-09-01",
-  "dateModified": "2024-06-25",
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