ICESat-2 ML tutorial - photon classification on ATL07 sea ice data

book/_config.yml

@@ -39,6 +39,7 @@ execute:
     - "**/geospatial-advanced.ipynb"
     - "cloud-computing/04-cloud-optimized-icesat2.ipynb"
     - "cloud-computing/atl08_parquet_files/atl08_parquet.ipynb"
+    - "machine-learning/photon_classifier.ipynb"
   allow_errors: false
   # Per-cell notebook execution limit (seconds)
   timeout: 300

book/_toc.yml

@@ -38,6 +38,7 @@ parts:
             - file: tutorials/cloud-computing/atl08_parquet_files/atl08_parquet
               options:
                 - titlesonly: true
+        - file: tutorials/machine-learning/photon_classifier.ipynb
 - caption: Projects
   chapters:
     - file: projects/index
@@ -47,4 +48,3 @@ parts:
     - file: reference/bibliography
     - file: reference/IS2-resources
     - file: reference/questions
-

book/tutorials/index.md

@@ -10,3 +10,4 @@ Below you'll find a table keeping track of all tutorials presented at this event
 | [ICESat-2 Mission](./mission-overview/icesat-2-mission-overview.ipynb) | ICESat-2 Mission and Products | n/a |  Not recorded |
 | [Cloud Computing](./cloud-computing/00-goals-and-outline.ipynb) | Cloud Computing Tutorial | n/a |  Not recorded |
 | [Notebooks to Packages](./nb-to-package/index.md) | All about Python classes to packages | n/a |  Not recorded |
+| [ICESat-2 photon classification](./machine-learning/photon_classifier.ipynb) | Machine Learning, PyTorch | ATL07 | Not recorded |