feat: add ipynb export config for numpy_vs_numba_vs_jax and update myst.yml TOC

- Add exports/downloads frontmatter to numpy_vs_numba_vs_jax.md
- Update myst.yml TOC to match _toc.yml (replace parallelization, align sections)

Author: mmcky

lectures/myst.yml

@@ -33,19 +33,22 @@ project:
         - file: numpy.md
         - file: matplotlib.md
         - file: scipy.md
+    - title: Working with Data
+      children:
         - file: pandas.md
         - file: pandas_panel.md
-        - file: sympy.md
     - title: High Performance Computing
       children:
         - file: numba.md
-        - file: parallelization.md
         - file: jax_intro.md
-    - title: Advanced Python Programming
+        - file: numpy_vs_numba_vs_jax.md
+    - title: More Python Programming
       children:
         - file: writing_good_code.md
+        - file: workspace.md
         - file: python_advanced_features.md
         - file: debugging.md
+        - file: sympy.md
     - title: Other
       children:
         - file: troubleshooting.md

lectures/numpy_vs_numba_vs_jax.md

@@ -7,6 +7,16 @@ kernelspec:
   display_name: Python 3
   language: python
   name: python3
+exports:
+  - format: ipynb
+    markdown: commonmark
+    images: attachment
+    output: exports/numpy_vs_numba_vs_jax.ipynb
+downloads:
+  - file: ./numpy_vs_numba_vs_jax.md
+    title: Markdown (md)
+  - file: exports/numpy_vs_numba_vs_jax.ipynb
+    title: IPython (.ipynb)
 ---
 
 (parallel)=