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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-4c47b04e
+23af13c3
diff --git a/material/1_mon/envs/envs_handout.html b/material/1_mon/envs/envs_handout.html
@@ -753,7 +753,7 @@ <h3 class="anchored" data-anchor-id="adding-dependencies">Adding dependencies</h
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-5" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-cell="annotated-cell-5" data-code-lines="3" data-code-annotation="1">let’s directly add a compat entry for ProgressMeter</span>
+<span data-code-lines="3" data-code-cell="annotated-cell-5" data-code-annotation="1">let’s directly add a compat entry for ProgressMeter</span>
 </dd>
 </dl>
 </section>
@@ -786,23 +786,23 @@ <h3 class="anchored" data-anchor-id="compat-entries">Compat entries</h3>
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-6" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-cell="annotated-cell-6" data-code-lines="2" data-code-annotation="1">[1.0.0-2)</span>
+<span data-code-lines="2" data-code-cell="annotated-cell-6" data-code-annotation="1">[1.0.0-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="2">2</dt>
 <dd>
-<span data-code-cell="annotated-cell-6" data-code-lines="3" data-code-annotation="2">[1.5.0-2)</span>
+<span data-code-lines="3" data-code-cell="annotated-cell-6" data-code-annotation="2">[1.5.0-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="3">3</dt>
 <dd>
-<span data-code-cell="annotated-cell-6" data-code-lines="4" data-code-annotation="3">[1.5.3-2)</span>
+<span data-code-lines="4" data-code-cell="annotated-cell-6" data-code-annotation="3">[1.5.3-2)</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="4">4</dt>
 <dd>
-<span data-code-cell="annotated-cell-6" data-code-lines="5" data-code-annotation="4">[1.5.6]</span>
+<span data-code-lines="5" data-code-cell="annotated-cell-6" data-code-annotation="4">[1.5.6]</span>
 </dd>
 <dt data-target-cell="annotated-cell-6" data-target-annotation="5">5</dt>
 <dd>
-<span data-code-cell="annotated-cell-6" data-code-lines="7" data-code-annotation="5">[0.2.3 - 0.3)</span>
+<span data-code-lines="7" data-code-cell="annotated-cell-6" data-code-annotation="5">[0.2.3 - 0.3)</span>
 </dd>
 </dl>
 <p>As you can see, develop version (<code>version &lt; 1</code>) are treated a bit special in Julia, and different to <code>semver</code>. <a href="https://pkgdocs.julialang.org/v1/compatibility/#compat-pre-1.0">Read more here</a></p>
@@ -834,7 +834,7 @@ <h3 class="anchored" data-anchor-id="internals-of-a-package">Internals of a pack
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-7" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-cell="annotated-cell-7" data-code-lines="2" data-code-annotation="1">We use GLMakie as a simple example as you need it on Wednesday again anyway - it does take a while to install though!</span>
+<span data-code-lines="2" data-code-cell="annotated-cell-7" data-code-annotation="1">We use GLMakie as a simple example as you need it on Wednesday again anyway - it does take a while to install though!</span>
 </dd>
 </dl>
 <p>Now we are ready to use the package from a different environment</p>

diff --git a/material/1_mon/firststeps/firststeps_handout.html b/material/1_mon/firststeps/firststeps_handout.html
diff --git a/material/3_wed/linalg/slides.html b/material/3_wed/linalg/slides.html
diff --git a/material/3_wed/vis/handout.html b/material/3_wed/vis/handout.html
@@ -568,7 +568,7 @@ <h2 class="anchored" data-anchor-id="bonus-makie-interactivity">Bonus: Makie Int
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-5" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-cell="annotated-cell-5" data-code-annotation="1" data-code-lines="5"><code>@lift</code> does the heavy lifting (hrhr) here. It adds a listener to <code>obs_ix</code>, whenever that value is changed, the value of the output of <code>@lift</code> is changed as well ## Task 2: Interactivity <a href="../../../material/3_wed/vis/tasks.html#2">Click here for the next task</a></span>
+<span data-code-cell="annotated-cell-5" data-code-lines="5" data-code-annotation="1"><code>@lift</code> does the heavy lifting (hrhr) here. It adds a listener to <code>obs_ix</code>, whenever that value is changed, the value of the output of <code>@lift</code> is changed as well ## Task 2: Interactivity <a href="../../../material/3_wed/vis/tasks.html#2">Click here for the next task</a></span>
 </dd>
 </dl>
 </section>

diff --git a/material/3_wed/vis/tasks.html b/material/3_wed/vis/tasks.html
@@ -707,7 +707,7 @@ <h2 class="anchored" data-anchor-id="rotate-the-labels">Rotate the labels</h2>
 <dl class="code-annotation-container-hidden code-annotation-container-grid">
 <dt data-target-cell="annotated-cell-4" data-target-annotation="1">1</dt>
 <dd>
-<span data-code-cell="annotated-cell-4" data-code-annotation="1" data-code-lines="1">Note the <code>;</code> before xlims, this enforces that a <code>NamedTuple</code> is created</span>
+<span data-code-cell="annotated-cell-4" data-code-lines="1" data-code-annotation="1">Note the <code>;</code> before xlims, this enforces that a <code>NamedTuple</code> is created</span>
 </dd>
 </dl>
 

diff --git a/material/4_thu/parallel/slides.html b/material/4_thu/parallel/slides.html
diff --git a/search.json b/search.json
@@ -1236,21 +1236,21 @@
     "href": "social.html",
     "title": "Social Program",
     "section": "",
-    "text": "What\nWhen\nWhere\n\n\n\n\nGet-together\nSunday (8th October) 7 pm\nAt a café/bar called Metzgerei\n\n\nBBQ\nMonday (9th October)\n\n\n\nHike to Bärenschlössle + dinner\nTuesday (10th October) 6:10pm\nWe start at the entrance of the SimTech building\n\n\nGet-together/Games night\nTuesday (10th October) ~9:15 pm\nAt a student pub called Unithekle\n\n\nConference dinner\nWednesday (11th October)\n\n\n\nBowling night\nThursday (12th October) 7:45 pm\nAt the bowling centre in Möhringen"
+    "text": "What\nWhen\nWhere\n\n\n\n\nGet-together\nSunday (8th October) 7 pm\nAt a restaurant called Metzgerei\n\n\nBBQ\nMonday (9th October)\n\n\n\nHike to Bärenschlössle + dinner\nTuesday (10th October) 6:10pm\nWe start at the entrance of the SimTech building\n\n\nGet-together/Games night\nTuesday (10th October) ~9:15 pm\nAt a student pub called Unithekle\n\n\nConference dinner\nWednesday (11th October)\n\n\n\nBowling night\nThursday (12th October) 7:45 pm\nAt the bowling centre in Möhringen"
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     "objectID": "social.html#overview",
     "href": "social.html#overview",
     "title": "Social Program",
     "section": "",
-    "text": "What\nWhen\nWhere\n\n\n\n\nGet-together\nSunday (8th October) 7 pm\nAt a café/bar called Metzgerei\n\n\nBBQ\nMonday (9th October)\n\n\n\nHike to Bärenschlössle + dinner\nTuesday (10th October) 6:10pm\nWe start at the entrance of the SimTech building\n\n\nGet-together/Games night\nTuesday (10th October) ~9:15 pm\nAt a student pub called Unithekle\n\n\nConference dinner\nWednesday (11th October)\n\n\n\nBowling night\nThursday (12th October) 7:45 pm\nAt the bowling centre in Möhringen"
+    "text": "What\nWhen\nWhere\n\n\n\n\nGet-together\nSunday (8th October) 7 pm\nAt a restaurant called Metzgerei\n\n\nBBQ\nMonday (9th October)\n\n\n\nHike to Bärenschlössle + dinner\nTuesday (10th October) 6:10pm\nWe start at the entrance of the SimTech building\n\n\nGet-together/Games night\nTuesday (10th October) ~9:15 pm\nAt a student pub called Unithekle\n\n\nConference dinner\nWednesday (11th October)\n\n\n\nBowling night\nThursday (12th October) 7:45 pm\nAt the bowling centre in Möhringen"
   },
   {
     "objectID": "social.html#sunday",
     "href": "social.html#sunday",
     "title": "Social Program",
     "section": "Sunday",
-    "text": "Sunday\nGet-together at 7pm at a café/bar called Metzgerei\n\nClosest U-Bahn station(s): Schwab-/Bebelstraße (U2, U29)\nClosest S-Bahn station(s): Schwabstraße (S1, S2, S3, S4, S5, S6, S60)"
+    "text": "Sunday\nGet-together at 7pm at a restaurant called Metzgerei (vegetarian and vegan options available)\n\nClosest U-Bahn station(s): Schwab-/Bebelstraße (U2, U29)\nClosest S-Bahn station(s): Schwabstraße (S1, S2, S3, S4, S5, S6, S60)"
   },
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     "objectID": "social.html#monday",
@@ -1264,7 +1264,7 @@
     "href": "social.html#tuesday",
     "title": "Social Program",
     "section": "Tuesday",
-    "text": "Tuesday\nOn Tuesday we leave at 6:15 from the SimTech building building for an easy hike (around 30-45 min.; no elevation) through the forest towards Bärenschlössle. Here, we will have time for dinner and drinks together (individually payed), after which we will head back towards campus.\nBärenschlössle 🗺️\nArriving on campus you can decide to either head off for the night, or you join our group to go to Unithekle, a student pub on campus with cheap drinks and good boardgames!"
+    "text": "Tuesday\nOn Tuesday we leave at 6:15 from the SimTech building building for an easy hike (around 30-45 min.; no elevation) through the forest towards Bärenschlössle. Here, we will have time for dinner and drinks together (individually payed), after which we will head back towards campus.\nBärenschlössle 🗺️\nArriving on campus you can decide to either head off for the night, or you join our group to go to Unithekle, a student pub on campus with cheap drinks and good boardgames!\nUnithekle 🗺️"
   },
   {
     "objectID": "social.html#wednesday",

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diff --git a/social.html b/social.html
@@ -412,7 +412,7 @@ <h2 class="anchored" data-anchor-id="overview">Overview</h2>
 <tr class="odd">
 <td>Get-together</td>
 <td>Sunday (8th October) 7 pm</td>
-<td>At a café/bar called <a href="https://maps.app.goo.gl/BchdVZWqegxgtHXi8">Metzgerei</a></td>
+<td>At a restaurant called <a href="https://maps.app.goo.gl/BchdVZWqegxgtHXi8">Metzgerei</a></td>
 </tr>
 <tr class="even">
 <td>BBQ</td>
@@ -444,7 +444,7 @@ <h2 class="anchored" data-anchor-id="overview">Overview</h2>
 </section>
 <section id="sunday" class="level2">
 <h2 class="anchored" data-anchor-id="sunday">Sunday</h2>
-<p>Get-together at 7pm at a café/bar called <a href="https://maps.app.goo.gl/BchdVZWqegxgtHXi8">Metzgerei</a></p>
+<p>Get-together at 7pm at a restaurant called <a href="https://maps.app.goo.gl/BchdVZWqegxgtHXi8">Metzgerei</a> (vegetarian and vegan options available)</p>
 <ul>
 <li>Closest U-Bahn station(s): Schwab-/Bebelstraße (U2, U29)</li>
 <li>Closest S-Bahn station(s): Schwabstraße (S1, S2, S3, S4, S5, S6, S60)</li>
@@ -459,6 +459,7 @@ <h2 class="anchored" data-anchor-id="tuesday">Tuesday</h2>
 <p>On Tuesday we leave at 6:15 from the <a href="https://maps.app.goo.gl/M8VgfDRkFiZk8wri8">SimTech building</a> building for an easy hike (around 30-45 min.; no elevation) through the forest towards <a href="https://www.baerenschloessle-stuttgart.de/de">Bärenschlössle</a>. Here, we will have time for dinner and drinks together (individually payed), after which we will head back towards campus.</p>
 <p><a href="https://maps.app.goo.gl/xKQCuboiAR9YQksC7">Bärenschlössle <span class="emoji" data-emoji="world_map">🗺️</span></a></p>
 <p>Arriving on campus you can decide to either head off for the night, or you join our group to go to <a href="https://www.unithekle.de/">Unithekle</a>, a student pub on campus with cheap drinks and good boardgames!</p>
+<p><a href="https://maps.app.goo.gl/NHdeJvjHiEPfvRh59">Unithekle <span class="emoji" data-emoji="world_map">🗺️</span></a></p>
 </section>
 <section id="wednesday" class="level2">
 <h2 class="anchored" data-anchor-id="wednesday">Wednesday</h2>