update week 14

Author: mhjensen

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

@@ -67,7 +67,7 @@
                None,
                'quantum-boltzmann-machines-qbms'),
               ('Key properties of SVMs', 2, None, 'key-properties-of-svms'),
-              ('Reminders from last week', 2, None, 'reminders-from-last-week'),
+              ('Reminder from last week', 2, None, 'reminder-from-last-week'),
               ('What is a hyperplane?', 2, None, 'what-is-a-hyperplane'),
               ('Introducing the margin', 2, None, 'introducing-the-margin'),
               ('Largest value $M$', 2, None, 'largest-value-m'),
@@ -266,7 +266,7 @@
      <!-- navigation toc: --> <li><a href="#quantum-neural-networks-qnns" style="font-size: 80%;">Quantum Neural Networks (QNNs)</a></li>
      <!-- navigation toc: --> <li><a href="#quantum-boltzmann-machines-qbms" style="font-size: 80%;">Quantum Boltzmann Machines (QBMs)</a></li>
      <!-- navigation toc: --> <li><a href="#key-properties-of-svms" style="font-size: 80%;">Key properties of SVMs</a></li>
-     <!-- navigation toc: --> <li><a href="#reminders-from-last-week" style="font-size: 80%;">Reminders from last week</a></li>
+     <!-- navigation toc: --> <li><a href="#reminder-from-last-week" style="font-size: 80%;">Reminder from last week</a></li>
      <!-- navigation toc: --> <li><a href="#what-is-a-hyperplane" style="font-size: 80%;">What is a hyperplane?</a></li>
      <!-- navigation toc: --> <li><a href="#introducing-the-margin" style="font-size: 80%;">Introducing the margin</a></li>
      <!-- navigation toc: --> <li><a href="#largest-value-m" style="font-size: 80%;">Largest value \( M \)</a></li>
@@ -622,7 +622,9 @@ <h2 id="key-properties-of-svms" class="anchor">Key properties of SVMs </h2>
 </p>
 
 <!-- !split -->
-<h2 id="reminders-from-last-week" class="anchor">Reminders from last week </h2>
+<h2 id="reminder-from-last-week" class="anchor">Reminder from last week </h2>
+
+<p>We present first a repetition from last week, before we move on to quantum support vector machines.</p>
 
 <!-- !split -->
 <h2 id="what-is-a-hyperplane" class="anchor">What is a hyperplane? </h2>
@@ -1353,6 +1355,12 @@ <h2 id="quantum-svms" class="anchor">Quantum SVMs </h2>
 <!-- !split -->
 <h2 id="how-qsvm-works" class="anchor">How QSVM works </h2>
 
+<br/><br/>
+<center>
+<p><img src="figures/qsvm.png" width="900" align="bottom"></p>
+</center>
+<br/><br/>
+
 <!-- !split -->
 <h2 id="basic-steps-data-encoding-quantum-feature-mapping" class="anchor">Basic steps: Data Encoding (Quantum Feature Mapping)  </h2>
 

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

@@ -444,7 +444,9 @@ <h2 id="key-properties-of-svms">Key properties of SVMs </h2>
 </section>
 
 <section>
-<h2 id="reminders-from-last-week">Reminders from last week </h2>
+<h2 id="reminder-from-last-week">Reminder from last week </h2>
+
+<p>We present first a repetition from last week, before we move on to quantum support vector machines.</p>
 </section>
 
 <section>
@@ -1256,6 +1258,12 @@ <h2 id="quantum-svms">Quantum SVMs </h2>
 
 <section>
 <h2 id="how-qsvm-works">How QSVM works </h2>
+
+<br/><br/>
+<center>
+<p><img src="figures/qsvm.png" width="900" align="bottom"></p>
+</center>
+<br/><br/>
 </section>
 
 <section>

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

@@ -94,7 +94,7 @@
                None,
                'quantum-boltzmann-machines-qbms'),
               ('Key properties of SVMs', 2, None, 'key-properties-of-svms'),
-              ('Reminders from last week', 2, None, 'reminders-from-last-week'),
+              ('Reminder from last week', 2, None, 'reminder-from-last-week'),
               ('What is a hyperplane?', 2, None, 'what-is-a-hyperplane'),
               ('Introducing the margin', 2, None, 'introducing-the-margin'),
               ('Largest value $M$', 2, None, 'largest-value-m'),
@@ -524,7 +524,9 @@ <h2 id="key-properties-of-svms">Key properties of SVMs </h2>
 </p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="reminders-from-last-week">Reminders from last week </h2>
+<h2 id="reminder-from-last-week">Reminder from last week </h2>
+
+<p>We present first a repetition from last week, before we move on to quantum support vector machines.</p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="what-is-a-hyperplane">What is a hyperplane? </h2>
@@ -1255,6 +1257,12 @@ <h2 id="quantum-svms">Quantum SVMs </h2>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="how-qsvm-works">How QSVM works </h2>
 
+<br/><br/>
+<center>
+<p><img src="figures/qsvm.png" width="900" align="bottom"></p>
+</center>
+<br/><br/>
+
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="basic-steps-data-encoding-quantum-feature-mapping">Basic steps: Data Encoding (Quantum Feature Mapping)  </h2>
 

doc/pub/week14/html/week14.html

@@ -171,7 +171,7 @@
                None,
                'quantum-boltzmann-machines-qbms'),
               ('Key properties of SVMs', 2, None, 'key-properties-of-svms'),
-              ('Reminders from last week', 2, None, 'reminders-from-last-week'),
+              ('Reminder from last week', 2, None, 'reminder-from-last-week'),
               ('What is a hyperplane?', 2, None, 'what-is-a-hyperplane'),
               ('Introducing the margin', 2, None, 'introducing-the-margin'),
               ('Largest value $M$', 2, None, 'largest-value-m'),
@@ -601,7 +601,9 @@ <h2 id="key-properties-of-svms">Key properties of SVMs </h2>
 </p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
-<h2 id="reminders-from-last-week">Reminders from last week </h2>
+<h2 id="reminder-from-last-week">Reminder from last week </h2>
+
+<p>We present first a repetition from last week, before we move on to quantum support vector machines.</p>
 
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="what-is-a-hyperplane">What is a hyperplane? </h2>
@@ -1332,6 +1334,12 @@ <h2 id="quantum-svms">Quantum SVMs </h2>
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="how-qsvm-works">How QSVM works </h2>
 
+<br/><br/>
+<center>
+<p><img src="figures/qsvm.png" width="900" align="bottom"></p>
+</center>
+<br/><br/>
+
 <!-- !split --><br><br><br><br><br><br><br><br><br><br>
 <h2 id="basic-steps-data-encoding-quantum-feature-mapping">Basic steps: Data Encoding (Quantum Feature Mapping)  </h2>