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index 41ee2d9..618f129 100644
--- a/01_introduction.html
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diff --git a/02_setup_project.html b/02_setup_project.html
index de68cbc..b6fb328 100644
--- a/02_setup_project.html
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diff --git a/03_setup_env.html b/03_setup_env.html
index ef62bb1..aae8c28 100644
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diff --git a/06_create_snakefile.html b/06_create_snakefile.html
index 093bcea..f336e92 100644
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@@ -626,7 +626,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
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index 8ab8199..6b5b777 100644
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diff --git a/08_scatter_rule.html b/08_scatter_rule.html
index 976c868..c2273f3 100644
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index f9f607c..33a4d0a 100644
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diff --git a/10_reuse_workflow.html b/10_reuse_workflow.html
index e39bd0c..a800efc 100644
--- a/10_reuse_workflow.html
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diff --git a/11_summary_rule.html b/11_summary_rule.html
index 5812ffd..3f0bd7d 100644
--- a/11_summary_rule.html
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@@ -499,7 +499,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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diff --git a/12_run_on_slurm.html b/12_run_on_slurm.html
index f319fdf..b79476d 100644
--- a/12_run_on_slurm.html
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@@ -521,7 +521,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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diff --git a/404.html b/404.html
index e99a948..df654de 100644
--- a/404.html
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
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diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index b409fdf..6a3f4fb 100644
--- a/CODE_OF_CONDUCT.html
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@@ -434,7 +434,7 @@ <h1>Contributor Code of Conduct</h1>
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diff --git a/LICENSE.html b/LICENSE.html
index ac8ca9d..2031c8f 100644
--- a/LICENSE.html
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diff --git a/aio.html b/aio.html
index 191eaba..d1a7db0 100644
--- a/aio.html
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   "dateCreated": "2023-03-22",
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diff --git a/images.html b/images.html
index 5c3fd5a..5fdffae 100644
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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   </script><script>
diff --git a/index.html b/index.html
index 79c6ab0..5ac0009 100644
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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diff --git a/instructor-notes.html b/instructor-notes.html
index 2452463..7d30bda 100644
--- a/instructor-notes.html
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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diff --git a/instructor/01_introduction.html b/instructor/01_introduction.html
index 5647c56..f2bd728 100644
--- a/instructor/01_introduction.html
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@@ -498,7 +498,7 @@ <h3 class="card-title">Objectives</h3>
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diff --git a/instructor/02_setup_project.html b/instructor/02_setup_project.html
index e6159a5..67c4846 100644
--- a/instructor/02_setup_project.html
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@@ -561,7 +561,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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   "dateModified": "2023-03-21",
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diff --git a/instructor/03_setup_env.html b/instructor/03_setup_env.html
index 57d0a6b..d1e1d89 100644
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diff --git a/instructor/06_create_snakefile.html b/instructor/06_create_snakefile.html
index 3c85196..23524d8 100644
--- a/instructor/06_create_snakefile.html
+++ b/instructor/06_create_snakefile.html
@@ -627,7 +627,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
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diff --git a/instructor/07_filter_rule.html b/instructor/07_filter_rule.html
index 5250470..c220753 100644
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diff --git a/instructor/08_scatter_rule.html b/instructor/08_scatter_rule.html
index 6dfb52f..1e5f457 100644
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@@ -640,7 +640,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
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diff --git a/instructor/09_container_rule.html b/instructor/09_container_rule.html
index 207bd20..a934e8d 100644
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@@ -519,7 +519,7 @@ <h3 class="code-label">OUTPUT<i aria-hidden="true" data-feather="chevron-left"><
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diff --git a/instructor/10_reuse_workflow.html b/instructor/10_reuse_workflow.html
index 08852f0..ed79bfe 100644
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diff --git a/instructor/11_summary_rule.html b/instructor/11_summary_rule.html
index c38d7cf..0088841 100644
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diff --git a/instructor/12_run_on_slurm.html b/instructor/12_run_on_slurm.html
index 3146362..dc923d7 100644
--- a/instructor/12_run_on_slurm.html
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@@ -522,7 +522,7 @@ <h3 class="code-label">BASH<i aria-hidden="true" data-feather="chevron-left"></i
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   "dateCreated": "2023-03-22",
   "dateModified": "2023-03-20",
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diff --git a/instructor/404.html b/instructor/404.html
index b560dc0..183d1f5 100644
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diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index 5f019eb..d45710e 100644
--- a/instructor/CODE_OF_CONDUCT.html
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index b3c2503..46045e2 100644
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diff --git a/instructor/aio.html b/instructor/aio.html
index fc462d7..312187e 100644
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index d3f4fde..7aa0b4b 100644
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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diff --git a/instructor/index.html b/instructor/index.html
index 40bcea9..88bad15 100644
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diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index 657f529..5affd50 100644
--- a/instructor/instructor-notes.html
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@@ -478,8 +478,8 @@ <h1>Instructor Notes</h1>
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
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diff --git a/instructor/key-points.html b/instructor/key-points.html
index 4cf24f7..0b11598 100644
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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index af7c3fc..12c4862 100644
--- a/instructor/profiles.html
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   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
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diff --git a/key-points.html b/key-points.html
index fcabcf1..25e1685 100644
--- a/key-points.html
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   "identifier": "https://Imageomics.github.io/snakemake-workshop/key-points.html",
   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index 421f9b7..f1a6a91 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -1,5 +1,5 @@
 pandoc: 3.1.11
-pkgdown: 2.1.0
+pkgdown: 2.1.1
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-09-17T00:06Z
+last_built: 2024-09-24T00:09Z
diff --git a/profiles.html b/profiles.html
index 1d5eef5..2c74780 100644
--- a/profiles.html
+++ b/profiles.html
@@ -387,8 +387,8 @@ <h1>Learner Profiles</h1>
   "url": "https://Imageomics.github.io/snakemake-workshop/profiles.html",
   "identifier": "https://Imageomics.github.io/snakemake-workshop/profiles.html",
   "dateCreated": "2023-03-22",
-  "dateModified": "2024-09-17",
-  "datePublished": "2024-09-17"
+  "dateModified": "2024-09-24",
+  "datePublished": "2024-09-24"
 }
 
   </script><script>