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course.html

@@ -306,6 +306,35 @@
   <a href="./lectures/w13-l03.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">13C: Fullstack LLMs</span></a>
   </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Lectures[ML Science]</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w15-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">15A: Meta Learning</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16A: Fairness &amp; Bias</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l02.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16B: Machine Unlearning</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -335,13 +364,13 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
  <span class="menu-text">Notebooks</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./notebooks/Sample-Hardness.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Sample Hardness</span></a>
@@ -363,11 +392,11 @@
       <div class="sidebar-item-container"> 
             <a href="./documentation.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">ML Documentation</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./resources/project-card.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project Card</span></a>
@@ -617,7 +646,7 @@ <h3 class="anchored" data-anchor-id="syllabus-schedule">Syllabus &amp; Schedule<
 <td style="text-align: left;">15</td>
 <td style="text-align: left;">19-Nov <br> 22-Nov</td>
 <td style="text-align: left;"><strong>Meta Learning</strong> <br> No Class</td>
-<td style="text-align: left;">TBD</td>
+<td style="text-align: left;"><a href="./lectures/w15-l01.html">W15-L01</a></td>
 </tr>
 <tr class="even">
 <td style="text-align: left;">&nbsp;</td>
@@ -634,8 +663,8 @@ <h3 class="anchored" data-anchor-id="syllabus-schedule">Syllabus &amp; Schedule<
 <tr class="even">
 <td style="text-align: left;">&nbsp;</td>
 <td style="text-align: left;">26-Nov <br> <br> 29-Nov <br> 30-Nov</td>
-<td style="text-align: left;">Fairness &amp; Bias <br> Machine Unlearning <br> In-class final presentations-1 <br> In-class final presentations-1</td>
-<td style="text-align: left;"></td>
+<td style="text-align: left;">Fairness &amp; Bias <br> Machine Unlearning <br> In-class final presentations-1 <br> In-class final presentations-2</td>
+<td style="text-align: left;"><a href="./lectures/w16-l01.html">W16-L01</a> <br> <a href="./lectures/w16-l02.html">W16-L02</a></td>
 </tr>
 </tbody>
 </table>

documentation.html

@@ -277,6 +277,35 @@
   <a href="./lectures/w13-l03.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">13C: Fullstack LLMs</span></a>
   </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Lectures[ML Science]</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w15-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">15A: Meta Learning</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16A: Fairness &amp; Bias</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l02.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16B: Machine Unlearning</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -306,13 +335,13 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
  <span class="menu-text">Notebooks</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./notebooks/Sample-Hardness.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Sample Hardness</span></a>
@@ -334,11 +363,11 @@
       <div class="sidebar-item-container"> 
             <a href="./documentation.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text">ML Documentation</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./resources/project-card.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project Card</span></a>

homeworks.html

@@ -32,7 +32,7 @@
 <script src="site_libs/quarto-search/quarto-search.js"></script>
 <meta name="quarto:offset" content="./">
 <link href="./projects.html" rel="next">
-<link href="./lectures/w13-l03.html" rel="prev">
+<link href="./lectures/w16-l02.html" rel="prev">
 <link href="./crisp-ml-process.jpg" rel="icon" type="image/jpeg">
 <script src="site_libs/quarto-html/quarto.js"></script>
 <script src="site_libs/quarto-html/popper.min.js"></script>
@@ -277,6 +277,35 @@
   <a href="./lectures/w13-l03.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">13C: Fullstack LLMs</span></a>
   </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Lectures[ML Science]</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w15-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">15A: Meta Learning</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16A: Fairness &amp; Bias</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l02.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16B: Machine Unlearning</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -306,13 +335,13 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
  <span class="menu-text">Notebooks</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./notebooks/Sample-Hardness.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Sample Hardness</span></a>
@@ -334,11 +363,11 @@
       <div class="sidebar-item-container"> 
             <a href="./documentation.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">ML Documentation</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./resources/project-card.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project Card</span></a>
@@ -1042,8 +1071,8 @@ <h2 class="anchored" data-anchor-id="sec-hw-01">HW-01</h2>
 </script>
 <nav class="page-navigation">
   <div class="nav-page nav-page-previous">
-      <a href="./lectures/w13-l03.html" class="pagination-link" aria-label="13C: Fullstack LLMs">
-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text">13C: Fullstack LLMs</span>
+      <a href="./lectures/w16-l02.html" class="pagination-link" aria-label="16B: Machine Unlearning">
+        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text">16B: Machine Unlearning</span>
       </a>          
   </div>
   <div class="nav-page nav-page-next">

index.html

@@ -277,6 +277,35 @@
   <a href="./lectures/w13-l03.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">13C: Fullstack LLMs</span></a>
   </div>
+</li>
+      </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <div class="sidebar-item-container"> 
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+ <span class="menu-text">Lectures[ML Science]</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+            <i class="bi bi-chevron-right ms-2"></i>
+          </a> 
+      </div>
+      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w15-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">15A: Meta Learning</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l01.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16A: Fairness &amp; Bias</span></a>
+  </div>
+</li>
+          <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./lectures/w16-l02.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">16B: Machine Unlearning</span></a>
+  </div>
 </li>
       </ul>
   </li>
@@ -306,13 +335,13 @@
 </li>
         <li class="sidebar-item sidebar-item-section">
       <div class="sidebar-item-container"> 
-            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true">
  <span class="menu-text">Notebooks</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-4" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./notebooks/Sample-Hardness.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Sample Hardness</span></a>
@@ -334,11 +363,11 @@
       <div class="sidebar-item-container"> 
             <a href="./documentation.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">ML Documentation</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-5" role="navigation" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-6" role="navigation" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-5" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-6" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./resources/project-card.html" class="sidebar-item-text sidebar-link"><span class="chapter-title">Project Card</span></a>