Merge branch 'main' into copilot/fix-407

Author: mmcky

.github/workflows/ci.yml

@@ -45,7 +45,7 @@ jobs:
         shell: bash -l {0}
         run: pip list
       - name: Download "build" folder (cache)
-        uses: dawidd6/action-download-artifact@v19
+        uses: dawidd6/action-download-artifact@v20
         with:
           workflow: cache.yml
           branch: main

.github/workflows/publish.yml

@@ -66,7 +66,7 @@ jobs:
         run: pip list
       # Download Build Cache from cache.yml
       - name: Download "build" folder (cache)
-        uses: dawidd6/action-download-artifact@v19
+        uses: dawidd6/action-download-artifact@v20
         with:
           workflow: cache.yml
           branch: main
@@ -130,14 +130,14 @@ jobs:
       - name: Add CNAME for custom domain
         run: echo "python-programming.quantecon.org" > _build/html/CNAME
       - name: Setup Pages
-        uses: actions/configure-pages@v5
+        uses: actions/configure-pages@v6
       - name: Upload Pages artifact
-        uses: actions/upload-pages-artifact@v3
+        uses: actions/upload-pages-artifact@v4
         with:
           path: _build/html/
       - name: Deploy to GitHub Pages
         id: deployment
-        uses: actions/deploy-pages@v4
+        uses: actions/deploy-pages@v5
       - name: Prepare lecture-python-programming.notebooks sync
         shell: bash -l {0}
         run: |

.github/workflows/sync-translations-fa.yml

@@ -24,7 +24,7 @@ jobs:
         with:
           fetch-depth: 2
 
-      - uses: QuantEcon/action-translation@v0.13.0
+      - uses: QuantEcon/action-translation@v0.14.1
         with:
           mode: sync
           target-repo: QuantEcon/lecture-python-programming.fa

.github/workflows/sync-translations-zh-cn.yml

@@ -24,7 +24,7 @@ jobs:
         with:
           fetch-depth: 2
 
-      - uses: QuantEcon/action-translation@v0.13.0
+      - uses: QuantEcon/action-translation@v0.14.1
         with:
           mode: sync
           target-repo: QuantEcon/lecture-python-programming.zh-cn

environment.yml

@@ -7,11 +7,11 @@ dependencies:
   - pip
   - pip:
     - jupyter-book>=1.0.4post1,<2.0
-    - quantecon-book-theme==0.19.0
+    - quantecon-book-theme==0.20.0
     - sphinx-tojupyter==0.6.0
     - sphinxext-rediraffe==0.3.0
     - sphinx-exercise==1.2.1
-    - sphinxcontrib-youtube==1.4.1
-    - sphinx-togglebutton==0.4.4
+    - sphinxcontrib-youtube==1.5.0
+    - sphinx-togglebutton==0.4.5
 
 

lectures/_toc.yml

@@ -25,6 +25,7 @@ parts:
   - file: numba
   - file: jax_intro
   - file: numpy_vs_numba_vs_jax
+  - file: autodiff
 - caption: Working with Data
   numbered: true
   chapters: