Remove clay-v0-tutorials & add visualize embeddings for v1 (#256)

* Remove clay-v0-tutorials & add visualize embeddings for v1

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Add notebook to show CClay MAE reconstruction

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

---------

Co-authored-by: Ubuntu <[email protected]>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

docs/_config.yml

@@ -11,11 +11,9 @@ only_build_toc_files: true
 execute:
   execute_notebooks: cache
   exclude_patterns:
-    - clay-v0-*.ipynb
-    - partial-inputs.ipynb
-    - tutorial_digital_earth_pacific_patch_level.ipynb
-    - patch_level_cloud_cover.ipynb
     - clay-v1-wall-to-wall.ipynb
+    - visualize-embeddings.ipynb
+    - reconstruction.ipynb
 
 # Define the name of the latex output file for PDF builds
 latex:

docs/_toc.yml

@@ -38,18 +38,10 @@ parts:
       file: worldcover-embeddings
 - caption: Tutorials
   chapters:
-    - title: Generative AI for pixel reconstruction
-      file: clay-v0-reconstruction
-    - title: Create location embeddings
-      file: clay-v0-location-embeddings
-    - title: Interpolating images in embedding space
-      file: clay-v0-interpolation
-    - title: Generate embeddings from partial inputs
-      file: partial-inputs
-    - title: Generate and use patch level embeddings from partial input
-      file: tutorial_digital_earth_pacific_patch_level
-    - title: Calculate and use patch level cloud cover percentages
-      file: patch_level_cloud_cover
+    - title: Explore embeddings from Clay Encoder
+      file: visualize-embeddings
+    - title: Clay MAE reconstruction
+      file: reconstruction
 - caption: About Clay
   chapters:
     - title: GitHub