Merging changes from main book

harvard-edge · Oct 30, 2023 · 250c462 · 250c462
2 parents e57cd67 + 28b7320
commit 250c462
Show file tree

Hide file tree

Showing 202 changed files with 4,624 additions and 1,411 deletions.
diff --git a/.all-contributorsrc b/.all-contributorsrc
@@ -6,6 +6,15 @@
         "README.md"
     ],
     "contributors": [
+        {
+            "login": "Mjrovai",
+            "name": "Marcelo Rovai",
+            "avatar_url": "https://avatars.githubusercontent.com/Mjrovai",
+            "profile": "https://github.com/Mjrovai",
+            "contributions": [
+                "doc"
+            ]
+        },
         {
             "login": "sjohri20",
             "name": "sjohri20",
@@ -16,19 +25,37 @@
             ]
         },
         {
-            "login": "uchendui",
-            "name": "Ikechukwu Uchendu",
-            "avatar_url": "https://avatars.githubusercontent.com/uchendui",
-            "profile": "https://github.com/uchendui",
+            "login": "oishib",
+            "name": "oishib",
+            "avatar_url": "https://avatars.githubusercontent.com/oishib",
+            "profile": "https://github.com/oishib",
             "contributions": [
                 "doc"
             ]
         },
         {
-            "login": "Naeemkh",
-            "name": "naeemkh",
-            "avatar_url": "https://avatars.githubusercontent.com/Naeemkh",
-            "profile": "https://github.com/Naeemkh",
+            "login": "BaeHenryS",
+            "name": "Henry Bae",
+            "avatar_url": "https://avatars.githubusercontent.com/BaeHenryS",
+            "profile": "https://github.com/BaeHenryS",
+            "contributions": [
+                "doc"
+            ]
+        },
+        {
+            "login": "marcozennaro",
+            "name": "Marco Zennaro",
+            "avatar_url": "https://avatars.githubusercontent.com/marcozennaro",
+            "profile": "https://github.com/marcozennaro",
+            "contributions": [
+                "doc"
+            ]
+        },
+        {
+            "login": "DivyaAmirtharaj",
+            "name": "Divya",
+            "avatar_url": "https://avatars.githubusercontent.com/DivyaAmirtharaj",
+            "profile": "https://github.com/DivyaAmirtharaj",
             "contributions": [
                 "doc"
             ]
@@ -43,19 +70,19 @@
             ]
         },
         {
-            "login": "mpstewart1",
-            "name": "Matthew Stewart",
-            "avatar_url": "https://avatars.githubusercontent.com/mpstewart1",
-            "profile": "https://github.com/mpstewart1",
+            "login": "jessicaquaye",
+            "name": "Jessica Quaye",
+            "avatar_url": "https://avatars.githubusercontent.com/jessicaquaye",
+            "profile": "https://github.com/jessicaquaye",
             "contributions": [
                 "doc"
             ]
         },
         {
-            "login": "Mjrovai",
-            "name": "Marcelo Rovai",
-            "avatar_url": "https://avatars.githubusercontent.com/Mjrovai",
-            "profile": "https://github.com/Mjrovai",
+            "login": "colbybanbury",
+            "name": "Colby Banbury",
+            "avatar_url": "https://avatars.githubusercontent.com/colbybanbury",
+            "profile": "https://github.com/colbybanbury",
             "contributions": [
                 "doc"
             ]
@@ -70,37 +97,55 @@
             ]
         },
         {
-            "login": "profvjreddi",
-            "name": "Vijay Janapa Reddi",
-            "avatar_url": "https://avatars.githubusercontent.com/profvjreddi",
-            "profile": "https://github.com/profvjreddi",
+            "login": "mmaz",
+            "name": "Mark Mazumder",
+            "avatar_url": "https://avatars.githubusercontent.com/mmaz",
+            "profile": "https://github.com/mmaz",
             "contributions": [
                 "doc"
             ]
         },
         {
-            "login": "marcozennaro",
-            "name": "Marco Zennaro",
-            "avatar_url": "https://avatars.githubusercontent.com/marcozennaro",
-            "profile": "https://github.com/marcozennaro",
+            "login": "sophiacho1",
+            "name": "sophiacho1",
+            "avatar_url": "https://avatars.githubusercontent.com/sophiacho1",
+            "profile": "https://github.com/sophiacho1",
             "contributions": [
                 "doc"
             ]
         },
         {
-            "login": "oishib",
-            "name": "oishib",
-            "avatar_url": "https://avatars.githubusercontent.com/oishib",
-            "profile": "https://github.com/oishib",
+            "login": "uchendui",
+            "name": "Ikechukwu Uchendu",
+            "avatar_url": "https://avatars.githubusercontent.com/uchendui",
+            "profile": "https://github.com/uchendui",
             "contributions": [
                 "doc"
             ]
         },
         {
-            "login": "jessicaquaye",
-            "name": "Jessica Quaye",
-            "avatar_url": "https://avatars.githubusercontent.com/jessicaquaye",
-            "profile": "https://github.com/jessicaquaye",
+            "login": "Naeemkh",
+            "name": "naeemkh",
+            "avatar_url": "https://avatars.githubusercontent.com/Naeemkh",
+            "profile": "https://github.com/Naeemkh",
+            "contributions": [
+                "doc"
+            ]
+        },
+        {
+            "login": "profvjreddi",
+            "name": "Vijay Janapa Reddi",
+            "avatar_url": "https://avatars.githubusercontent.com/profvjreddi",
+            "profile": "https://github.com/profvjreddi",
+            "contributions": [
+                "doc"
+            ]
+        },
+        {
+            "login": "mpstewart1",
+            "name": "Matthew Stewart",
+            "avatar_url": "https://avatars.githubusercontent.com/mpstewart1",
+            "profile": "https://github.com/mpstewart1",
             "contributions": [
                 "doc"
             ]

diff --git a/README.md b/README.md
@@ -88,19 +88,26 @@ quarto render
 <table>
   <tbody>
     <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Mjrovai"><img src="https://avatars.githubusercontent.com/Mjrovai?s=100" width="100px;" alt="Marcelo Rovai"/><br /><sub><b>Marcelo Rovai</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Mjrovai" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/sjohri20"><img src="https://avatars.githubusercontent.com/sjohri20?s=100" width="100px;" alt="sjohri20"/><br /><sub><b>sjohri20</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sjohri20" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/uchendui"><img src="https://avatars.githubusercontent.com/uchendui?s=100" width="100px;" alt="Ikechukwu Uchendu"/><br /><sub><b>Ikechukwu Uchendu</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=uchendui" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Naeemkh"><img src="https://avatars.githubusercontent.com/Naeemkh?s=100" width="100px;" alt="naeemkh"/><br /><sub><b>naeemkh</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Naeemkh" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=oishib" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/BaeHenryS"><img src="https://avatars.githubusercontent.com/BaeHenryS?s=100" width="100px;" alt="Henry Bae"/><br /><sub><b>Henry Bae</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=BaeHenryS" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=marcozennaro" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/DivyaAmirtharaj"><img src="https://avatars.githubusercontent.com/DivyaAmirtharaj?s=100" width="100px;" alt="Divya"/><br /><sub><b>Divya</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=DivyaAmirtharaj" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/ishapira1"><img src="https://avatars.githubusercontent.com/ishapira1?s=100" width="100px;" alt="ishapira"/><br /><sub><b>ishapira</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ishapira1" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mpstewart1" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Mjrovai"><img src="https://avatars.githubusercontent.com/Mjrovai?s=100" width="100px;" alt="Marcelo Rovai"/><br /><sub><b>Marcelo Rovai</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Mjrovai" title="Documentation">📖</a></td>
+    </tr>
+    <tr>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"/><br /><sub><b>Jessica Quaye</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jessicaquaye" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/colbybanbury"><img src="https://avatars.githubusercontent.com/colbybanbury?s=100" width="100px;" alt="Colby Banbury"/><br /><sub><b>Colby Banbury</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=colbybanbury" title="Documentation">📖</a></td>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/ShvetankPrakash"><img src="https://avatars.githubusercontent.com/ShvetankPrakash?s=100" width="100px;" alt="Shvetank Prakash"/><br /><sub><b>Shvetank Prakash</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=ShvetankPrakash" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mmaz"><img src="https://avatars.githubusercontent.com/mmaz?s=100" width="100px;" alt="Mark Mazumder"/><br /><sub><b>Mark Mazumder</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mmaz" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/sophiacho1"><img src="https://avatars.githubusercontent.com/sophiacho1?s=100" width="100px;" alt="sophiacho1"/><br /><sub><b>sophiacho1</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=sophiacho1" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/uchendui"><img src="https://avatars.githubusercontent.com/uchendui?s=100" width="100px;" alt="Ikechukwu Uchendu"/><br /><sub><b>Ikechukwu Uchendu</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=uchendui" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/Naeemkh"><img src="https://avatars.githubusercontent.com/Naeemkh?s=100" width="100px;" alt="naeemkh"/><br /><sub><b>naeemkh</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=Naeemkh" title="Documentation">📖</a></td>
     </tr>
     <tr>
       <td align="center" valign="top" width="14.28%"><a href="https://github.com/profvjreddi"><img src="https://avatars.githubusercontent.com/profvjreddi?s=100" width="100px;" alt="Vijay Janapa Reddi"/><br /><sub><b>Vijay Janapa Reddi</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=profvjreddi" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/marcozennaro"><img src="https://avatars.githubusercontent.com/marcozennaro?s=100" width="100px;" alt="Marco Zennaro"/><br /><sub><b>Marco Zennaro</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=marcozennaro" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/oishib"><img src="https://avatars.githubusercontent.com/oishib?s=100" width="100px;" alt="oishib"/><br /><sub><b>oishib</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=oishib" title="Documentation">📖</a></td>
-      <td align="center" valign="top" width="14.28%"><a href="https://github.com/jessicaquaye"><img src="https://avatars.githubusercontent.com/jessicaquaye?s=100" width="100px;" alt="Jessica Quaye"/><br /><sub><b>Jessica Quaye</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=jessicaquaye" title="Documentation">📖</a></td>
+      <td align="center" valign="top" width="14.28%"><a href="https://github.com/mpstewart1"><img src="https://avatars.githubusercontent.com/mpstewart1?s=100" width="100px;" alt="Matthew Stewart"/><br /><sub><b>Matthew Stewart</b></sub></a><br /><a href="https=//github.com/harvard-edge/cs249r_book/commits?author=mpstewart1" title="Documentation">📖</a></td>
     </tr>
   </tbody>
 </table>

diff --git a/_quarto.yml b/_quarto.yml
@@ -21,7 +21,7 @@ book:
     search: true
     pinned: true
     collapse: true
-
+    
   sidebar:
     search: true
 
@@ -76,8 +76,11 @@ book:
 
     - part: EXERCISES
       chapters: 
-        - embedded_sys_exercise.qmd
-        - embedded_ml_exercise.qmd
+        - niclav_sys.qmd
+        - image_classification.qmd
+        - object_detection_fomo.qmd
+        - kws_feature_eng.qmd
+        - kws_nicla.qmd
 
   references: references.qmd
 
@@ -121,6 +124,7 @@ format:
     citations-hover: false
     fig-width: 8
     fig-height: 6
+    number-depth: 3
 
 editor:
   render-on-save: true
diff --git a/ai_for_good.qmd b/ai_for_good.qmd
@@ -4,7 +4,7 @@ By aligning AI progress with human values, goals, and ethics, the ultimate goal
 
 > The "AI for Good" movement plays a critical role in cultivating a future where an AI-empowered society is more just, sustainable, and prosperous for all of humanity.
 
-::: {.callout-tip collapse="true"}
+::: {.callout-tip}
 
 ## Learning Objectives