|
67 | 67 | None, |
68 | 68 | 'quantum-boltzmann-machines-qbms'), |
69 | 69 | ('Key properties of SVMs', 2, None, 'key-properties-of-svms'), |
70 | | - ('Reminders from last week', 2, None, 'reminders-from-last-week'), |
| 70 | + ('Reminder from last week', 2, None, 'reminder-from-last-week'), |
71 | 71 | ('What is a hyperplane?', 2, None, 'what-is-a-hyperplane'), |
72 | 72 | ('Introducing the margin', 2, None, 'introducing-the-margin'), |
73 | 73 | ('Largest value $M$', 2, None, 'largest-value-m'), |
|
266 | 266 | <!-- navigation toc: --> <li><a href="#quantum-neural-networks-qnns" style="font-size: 80%;">Quantum Neural Networks (QNNs)</a></li> |
267 | 267 | <!-- navigation toc: --> <li><a href="#quantum-boltzmann-machines-qbms" style="font-size: 80%;">Quantum Boltzmann Machines (QBMs)</a></li> |
268 | 268 | <!-- navigation toc: --> <li><a href="#key-properties-of-svms" style="font-size: 80%;">Key properties of SVMs</a></li> |
269 | | - <!-- navigation toc: --> <li><a href="#reminders-from-last-week" style="font-size: 80%;">Reminders from last week</a></li> |
| 269 | + <!-- navigation toc: --> <li><a href="#reminder-from-last-week" style="font-size: 80%;">Reminder from last week</a></li> |
270 | 270 | <!-- navigation toc: --> <li><a href="#what-is-a-hyperplane" style="font-size: 80%;">What is a hyperplane?</a></li> |
271 | 271 | <!-- navigation toc: --> <li><a href="#introducing-the-margin" style="font-size: 80%;">Introducing the margin</a></li> |
272 | 272 | <!-- 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> |
622 | 622 | </p> |
623 | 623 |
|
624 | 624 | <!-- !split --> |
625 | | -<h2 id="reminders-from-last-week" class="anchor">Reminders from last week </h2> |
| 625 | +<h2 id="reminder-from-last-week" class="anchor">Reminder from last week </h2> |
| 626 | + |
| 627 | +<p>We present first a repetition from last week, before we move on to quantum support vector machines.</p> |
626 | 628 |
|
627 | 629 | <!-- !split --> |
628 | 630 | <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> |
1353 | 1355 | <!-- !split --> |
1354 | 1356 | <h2 id="how-qsvm-works" class="anchor">How QSVM works </h2> |
1355 | 1357 |
|
| 1358 | +<br/><br/> |
| 1359 | +<center> |
| 1360 | +<p><img src="figures/qsvm.png" width="900" align="bottom"></p> |
| 1361 | +</center> |
| 1362 | +<br/><br/> |
| 1363 | + |
1356 | 1364 | <!-- !split --> |
1357 | 1365 | <h2 id="basic-steps-data-encoding-quantum-feature-mapping" class="anchor">Basic steps: Data Encoding (Quantum Feature Mapping) </h2> |
1358 | 1366 |
|
|
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