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harvard-edge · Oct 8, 2023 · a43de42 · a43de42
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diff --git a/.nojekyll b/.nojekyll
@@ -1 +1 @@
-d8cf6739
+adf4ab91
diff --git a/about.html b/about.html
@@ -8,7 +8,7 @@
 
 <meta name="keywords" content="open-source, embedded systems, machine learning, tinyML">
 
-<title>MACHINE LEARNING SYSTEMS for TinyML - About the Book</title>
+<title>MACHINE LEARNING SYSTEMS - About the Book</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -75,7 +75,7 @@
       <div class="navbar-container container-fluid">
       <div class="navbar-brand-container">
     <a class="navbar-brand" href="./index.html">
-    <span class="navbar-title">MACHINE LEARNING SYSTEMS for TinyML</span>
+    <span class="navbar-title">MACHINE LEARNING SYSTEMS</span>
     </a>
   </div>
         <div class="quarto-navbar-tools ms-auto tools-wide">
@@ -84,13 +84,13 @@
       <a href="" title="Download" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download"><i class="bi bi-download"></i></a>
       <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="quarto-navigation-tool-dropdown-0">
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.pdf">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.pdf">
               <i class="bi bi-bi-file-pdf pe-1"></i>
             Download PDF
             </a>
           </li>
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.epub">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.epub">
               <i class="bi bi-bi-journal pe-1"></i>
             Download ePub
             </a>
@@ -194,6 +194,10 @@
   </div>
 </li>
       </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <span class="sidebar-item-text sidebar-link text-start">
+ <span class="menu-text">MAIN</span></span>
   </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -311,13 +315,13 @@
 </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-2" aria-expanded="true">
- <span class="menu-text">HANDS-ON EXERCISES</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true">
+ <span class="menu-text">EXERCISES</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./embedded_sys_exercise.html" class="sidebar-item-text sidebar-link">
@@ -340,13 +344,13 @@
 </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-3" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
  <span class="menu-text">Appendices</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
+      <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="./tools.html" class="sidebar-item-text sidebar-link">

diff --git a/acknowledgements.html b/acknowledgements.html
@@ -8,7 +8,7 @@
 
 <meta name="keywords" content="open-source, embedded systems, machine learning, tinyML">
 
-<title>MACHINE LEARNING SYSTEMS for TinyML - Acknowledgements</title>
+<title>MACHINE LEARNING SYSTEMS - Acknowledgements</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -75,7 +75,7 @@
       <div class="navbar-container container-fluid">
       <div class="navbar-brand-container">
     <a class="navbar-brand" href="./index.html">
-    <span class="navbar-title">MACHINE LEARNING SYSTEMS for TinyML</span>
+    <span class="navbar-title">MACHINE LEARNING SYSTEMS</span>
     </a>
   </div>
         <div class="quarto-navbar-tools ms-auto tools-wide">
@@ -84,13 +84,13 @@
       <a href="" title="Download" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download"><i class="bi bi-download"></i></a>
       <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="quarto-navigation-tool-dropdown-0">
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.pdf">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.pdf">
               <i class="bi bi-bi-file-pdf pe-1"></i>
             Download PDF
             </a>
           </li>
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.epub">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.epub">
               <i class="bi bi-bi-journal pe-1"></i>
             Download ePub
             </a>
@@ -194,6 +194,10 @@
   </div>
 </li>
       </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <span class="sidebar-item-text sidebar-link text-start">
+ <span class="menu-text">MAIN</span></span>
   </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -311,13 +315,13 @@
 </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-2" aria-expanded="true">
- <span class="menu-text">HANDS-ON EXERCISES</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true">
+ <span class="menu-text">EXERCISES</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./embedded_sys_exercise.html" class="sidebar-item-text sidebar-link">
@@ -340,13 +344,13 @@
 </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-3" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
  <span class="menu-text">Appendices</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
+      <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="./tools.html" class="sidebar-item-text sidebar-link">

diff --git a/ai_for_good.html b/ai_for_good.html
@@ -8,7 +8,7 @@
 
 <meta name="keywords" content="open-source, embedded systems, machine learning, tinyML">
 
-<title>MACHINE LEARNING SYSTEMS for TinyML - 18&nbsp; AI for Good</title>
+<title>MACHINE LEARNING SYSTEMS - 18&nbsp; AI for Good</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -75,7 +75,7 @@
       <div class="navbar-container container-fluid">
       <div class="navbar-brand-container">
     <a class="navbar-brand" href="./index.html">
-    <span class="navbar-title">MACHINE LEARNING SYSTEMS for TinyML</span>
+    <span class="navbar-title">MACHINE LEARNING SYSTEMS</span>
     </a>
   </div>
         <div class="quarto-navbar-tools ms-auto tools-wide">
@@ -84,13 +84,13 @@
       <a href="" title="Download" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download"><i class="bi bi-download"></i></a>
       <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="quarto-navigation-tool-dropdown-0">
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.pdf">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.pdf">
               <i class="bi bi-bi-file-pdf pe-1"></i>
             Download PDF
             </a>
           </li>
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.epub">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.epub">
               <i class="bi bi-bi-journal pe-1"></i>
             Download ePub
             </a>
@@ -194,6 +194,10 @@
   </div>
 </li>
       </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <span class="sidebar-item-text sidebar-link text-start">
+ <span class="menu-text">MAIN</span></span>
   </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -311,13 +315,13 @@
 </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-2" aria-expanded="true">
- <span class="menu-text">HANDS-ON EXERCISES</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true">
+ <span class="menu-text">EXERCISES</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./embedded_sys_exercise.html" class="sidebar-item-text sidebar-link">
@@ -340,13 +344,13 @@
 </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-3" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
  <span class="menu-text">Appendices</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
+      <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="./tools.html" class="sidebar-item-text sidebar-link">

diff --git a/benchmarking.html b/benchmarking.html
@@ -8,7 +8,7 @@
 
 <meta name="keywords" content="open-source, embedded systems, machine learning, tinyML">
 
-<title>MACHINE LEARNING SYSTEMS for TinyML - 12&nbsp; Benchmarking AI</title>
+<title>MACHINE LEARNING SYSTEMS - 12&nbsp; Benchmarking AI</title>
 <style>
 code{white-space: pre-wrap;}
 span.smallcaps{font-variant: small-caps;}
@@ -75,7 +75,7 @@
       <div class="navbar-container container-fluid">
       <div class="navbar-brand-container">
     <a class="navbar-brand" href="./index.html">
-    <span class="navbar-title">MACHINE LEARNING SYSTEMS for TinyML</span>
+    <span class="navbar-title">MACHINE LEARNING SYSTEMS</span>
     </a>
   </div>
         <div class="quarto-navbar-tools ms-auto tools-wide">
@@ -84,13 +84,13 @@
       <a href="" title="Download" id="quarto-navigation-tool-dropdown-0" class="quarto-navigation-tool dropdown-toggle px-1" data-bs-toggle="dropdown" aria-expanded="false" aria-label="Download"><i class="bi bi-download"></i></a>
       <ul class="dropdown-menu dropdown-menu-end" aria-labelledby="quarto-navigation-tool-dropdown-0">
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.pdf">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.pdf">
               <i class="bi bi-bi-file-pdf pe-1"></i>
             Download PDF
             </a>
           </li>
           <li>
-            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS-for-TinyML.epub">
+            <a class="dropdown-item quarto-navbar-tools ms-auto-item" href="./MACHINE-LEARNING-SYSTEMS.epub">
               <i class="bi bi-bi-journal pe-1"></i>
             Download ePub
             </a>
@@ -194,6 +194,10 @@
   </div>
 </li>
       </ul>
+  </li>
+        <li class="sidebar-item sidebar-item-section">
+      <span class="sidebar-item-text sidebar-link text-start">
+ <span class="menu-text">MAIN</span></span>
   </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -311,13 +315,13 @@
 </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-2" aria-expanded="true">
- <span class="menu-text">HANDS-ON EXERCISES</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-2" aria-expanded="true" aria-label="Toggle section">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true">
+ <span class="menu-text">EXERCISES</span></a>
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-2" class="collapse list-unstyled sidebar-section depth1 show">  
+      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
           <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./embedded_sys_exercise.html" class="sidebar-item-text sidebar-link">
@@ -340,13 +344,13 @@
 </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-3" aria-expanded="true">
+            <a class="sidebar-item-text sidebar-link text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true">
  <span class="menu-text">Appendices</span></a>
-          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-3" aria-expanded="true" aria-label="Toggle section">
+          <a class="sidebar-item-toggle text-start" data-bs-toggle="collapse" data-bs-target="#quarto-sidebar-section-4" aria-expanded="true" aria-label="Toggle section">
             <i class="bi bi-chevron-right ms-2"></i>
           </a> 
       </div>
-      <ul id="quarto-sidebar-section-3" class="collapse list-unstyled sidebar-section depth1 show">  
+      <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="./tools.html" class="sidebar-item-text sidebar-link">