typos

Author: mhjensen

README.md

@@ -133,8 +133,8 @@ v- Teaching material in different formats at https://github.com/CompPhysics/Quan
   - Classical Support Vector Machines, reminder from last week
   - Classical Kernels and transition to Quantum Kernels
   - Quantum Support Vector Machines
-  - Video of lecture at URL:"https://youtu.be/L-c4EBMinwM"
-  - Whiteboard notes at URL:"https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril30.pdf"
+  - Video of lecture at https://youtu.be/L-c4EBMinwM
+  - Whiteboard notes at https://github.com/CompPhysics/QuantumComputingMachineLearning/blob/gh-pages/doc/HandWrittenNotes/2025/NotesApril30.pdf
 
 
 

doc/pub/week14/html/week14-bs.html

@@ -52,7 +52,7 @@
                'challenges-in-quantum-machine-learning'),
               ('Support vector machines', 2, None, 'support-vector-machines'),
               ('The quantum SVM', 2, None, 'the-quantum-svm'),
-              ('More on quantun SVMs', 2, None, 'more-on-quantun-svms'),
+              ('More on quantum SVMs', 2, None, 'more-on-quantum-svms'),
               ('Kernels and more', 2, None, 'kernels-and-more'),
               ('Quantum Support Vector Machines (QSVMs)',
                2,
@@ -264,7 +264,7 @@
      <!-- navigation toc: --> <li><a href="#challenges-in-quantum-machine-learning" style="font-size: 80%;">Challenges in Quantum Machine Learning</a></li>
      <!-- navigation toc: --> <li><a href="#support-vector-machines" style="font-size: 80%;">Support vector machines</a></li>
      <!-- navigation toc: --> <li><a href="#the-quantum-svm" style="font-size: 80%;">The quantum SVM</a></li>
-     <!-- navigation toc: --> <li><a href="#more-on-quantun-svms" style="font-size: 80%;">More on quantun SVMs</a></li>
+     <!-- navigation toc: --> <li><a href="#more-on-quantum-svms" style="font-size: 80%;">More on quantum SVMs</a></li>
      <!-- navigation toc: --> <li><a href="#kernels-and-more" style="font-size: 80%;">Kernels and more</a></li>
      <!-- navigation toc: --> <li><a href="#quantum-support-vector-machines-qsvms" style="font-size: 80%;">Quantum Support Vector Machines (QSVMs)</a></li>
      <!-- navigation toc: --> <li><a href="#quantum-neural-networks-qnns" style="font-size: 80%;">Quantum Neural Networks (QNNs)</a></li>
@@ -506,7 +506,7 @@ <h2 id="the-quantum-svm" class="anchor">The quantum SVM </h2>
 </p>
 
 <!-- !split -->
-<h2 id="more-on-quantun-svms" class="anchor">More on quantun SVMs </h2>
+<h2 id="more-on-quantum-svms" class="anchor">More on quantum SVMs </h2>
 
 <p>Schuld shows that supervised
 quantum models can be reformulated as SVMs whose kernels compute the

doc/pub/week14/html/week14-reveal.html

@@ -318,7 +318,7 @@ <h2 id="the-quantum-svm">The quantum SVM </h2>
 </section>
 
 <section>
-<h2 id="more-on-quantun-svms">More on quantun SVMs </h2>
+<h2 id="more-on-quantum-svms">More on quantum SVMs </h2>
 
 <p>Schuld shows that supervised
 quantum models can be reformulated as SVMs whose kernels compute the

doc/pub/week14/html/week14-solarized.html

@@ -79,7 +79,7 @@
                'challenges-in-quantum-machine-learning'),
               ('Support vector machines', 2, None, 'support-vector-machines'),
               ('The quantum SVM', 2, None, 'the-quantum-svm'),
-              ('More on quantun SVMs', 2, None, 'more-on-quantun-svms'),
+              ('More on quantum SVMs', 2, None, 'more-on-quantum-svms'),
               ('Kernels and more', 2, None, 'kernels-and-more'),
               ('Quantum Support Vector Machines (QSVMs)',
                2,
@@ -413,7 +413,7 @@ <h2 id="the-quantum-svm">The quantum SVM </h2>
 </p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="more-on-quantun-svms">More on quantun SVMs </h2>
+<h2 id="more-on-quantum-svms">More on quantum SVMs </h2>
 
 <p>Schuld shows that supervised
 quantum models can be reformulated as SVMs whose kernels compute the

doc/pub/week14/html/week14.html

@@ -156,7 +156,7 @@
                'challenges-in-quantum-machine-learning'),
               ('Support vector machines', 2, None, 'support-vector-machines'),
               ('The quantum SVM', 2, None, 'the-quantum-svm'),
-              ('More on quantun SVMs', 2, None, 'more-on-quantun-svms'),
+              ('More on quantum SVMs', 2, None, 'more-on-quantum-svms'),
               ('Kernels and more', 2, None, 'kernels-and-more'),
               ('Quantum Support Vector Machines (QSVMs)',
                2,
@@ -490,7 +490,7 @@ <h2 id="the-quantum-svm">The quantum SVM </h2>
 </p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="more-on-quantun-svms">More on quantun SVMs </h2>
+<h2 id="more-on-quantum-svms">More on quantum SVMs </h2>
 
 <p>Schuld shows that supervised
 quantum models can be reformulated as SVMs whose kernels compute the