diff --git a/doc/LectureNotes/_build/html/.buildinfo b/doc/LectureNotes/_build/html/.buildinfo
index 9304555cc..fd7dc88d2 100644
--- a/doc/LectureNotes/_build/html/.buildinfo
+++ b/doc/LectureNotes/_build/html/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: f30e3bf45f8770520cacaa86a2453ee0
+config: 3f1f8feb649e822c8515ee36050e671c
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/doc/LectureNotes/_build/html/_static/logo.png b/doc/LectureNotes/_build/html/_static/logo.png
index 4ab529a39..06d56f40c 100644
Binary files a/doc/LectureNotes/_build/html/_static/logo.png and b/doc/LectureNotes/_build/html/_static/logo.png differ
diff --git a/doc/LectureNotes/_config.yml b/doc/LectureNotes/_config.yml
index b5eb031b5..6fd28ad3d 100644
--- a/doc/LectureNotes/_config.yml
+++ b/doc/LectureNotes/_config.yml
@@ -8,7 +8,7 @@ latex:
     targetname: book.tex
 
 repository:
-  url                       : https://github.com/mhjensen/Physics321/doc/LectureNotes/_build/html/index.html
+  url                       : https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/index.html
 
 html:
   use_repository_button: true
@@ -66,7 +66,7 @@ launch_buttons:
 #  colab_url                 : "" # The URL of Google Colab (https://colab.research.google.com)
 
 repository:
-  url                       : https://github.com/mhjensen/Physics321/doc/LectureNotes/_build/html/index.html  # The URL to your book's repository
+  url                       : https://compphysics.github.io/MachineLearning/doc/LectureNotes/_build/html/index.html  # The URL to your book's repository
 #  path_to_book              : ""  # A path to your book's folder, relative to the repository root.
   branch                    : master  # Which branch of the repository should be used when creating links
 
diff --git a/doc/LectureNotes/logo.png b/doc/LectureNotes/logo.png
index 4ab529a39..06d56f40c 100644
Binary files a/doc/LectureNotes/logo.png and b/doc/LectureNotes/logo.png differ