Add notebooks to show internal working on CLAY models

clayground.py

@@ -1,7 +1,15 @@
+<<<<<<< HEAD
+import streamlit as st
+import numpy as np
+import lancedb
+import matplotlib.pyplot as plt
+import rasterio as rio
+=======
 import lancedb
 import matplotlib.pyplot as plt
 import rasterio as rio
 import streamlit as st
+>>>>>>> main
 from rasterio.plot import show
 
 st.set_page_config(layout="wide")
@@ -22,6 +30,15 @@ def get_unique_chips(tbl):
         {"tile": "55LBC", "idx": "0075", "year": 2022},
     ]
 
+<<<<<<< HEAD
+    filter = " OR ".join(
+        [
+            f"(tile == '{chip['tile']}' AND idx == '{chip['idx']}') AND year == {chip['year']}"
+            for chip in chips
+        ]
+    )
+    result = tbl.search().where(filter, prefilter=True).to_pandas()
+=======
     tile_filter = " OR ".join(
         [
             f"(tile == '{chip['tile']}' "
@@ -31,6 +48,7 @@ def get_unique_chips(tbl):
         ]
     )
     result = tbl.search().where(tile_filter, prefilter=True).to_pandas()
+>>>>>>> main
     return result
 
 

docs/_config.yml

@@ -10,8 +10,8 @@ only_build_toc_files: true
 # See https://jupyterbook.org/content/execute.html
 execute:
   execute_notebooks: cache
-  exclude_patterns:
-    - clay-v0-*.ipynb
+  # exclude_patterns:
+  #   - clay-v0-*.ipynb
 
 # Define the name of the latex output file for PDF builds
 latex:

docs/_toc.yml

@@ -40,6 +40,10 @@ parts:
       file: clay-v0-location-embeddings
     - title: Interpolating images in embedding space
       file: clay-v0-interpolation
+    - title: Visualize images in embedding space
+      file: clay-v0-visualization
+    - title: How to pass partial inputs like RGB, SAR or DEM bands to the model
+      file: clay-v0-partial-inputs
 - caption: About Clay
   chapters:
     - title: GitHub

docs/animate/sample.gif

 **/*/.gif 
 **/*/.gif