Auto build shared object if not already done

.gitattributes

@@ -0,0 +1,2 @@
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+models/model_C_NT_CLIP.ckpt filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -160,4 +160,3 @@ cython_debug/
 #.idea/
 
 data
-models

app.py

@@ -3,7 +3,7 @@
 """
 @author : Romain Graux
 @date : 2023 April 25, 14:39:03
-@last modified : 2023 September 20, 15:35:23
+@last modified : 2024 February 01, 15:59:37
 """
 
 # TODO : add the training of the vae
@@ -250,10 +250,7 @@ with gr.Blocks(css=CSS) as block:
             with gr.Row():
                 n_species = gr.Number(
                     label="Number of species",
-                    min=1,
-                    max=10,
                     value=1,
-                    step=1,
                     precision=0,
                     visible=True,
                 )
@@ -284,7 +281,7 @@ with gr.Blocks(css=CSS) as block:
             with gr.Tab("Masked prediction") as masked_tab:
                 masked_prediction_gallery = gr.Gallery(
                     label="Masked predictions"
-                ).style(columns=3)
+                )
             with gr.Tab("Nearest neighbors") as nn_tab:
                 bokeh_plot = gr.Plot(show_label=False)
                 error_html = gr.HTML(visible=False)

dataset/void.csv

@@ -0,0 +1 @@
+Filename,Original,X,Y,Label,Split

utils/paths.py

@@ -1,4 +1,6 @@
 import os
+import sys
+import subprocess
 from glob import glob
 
 PROJECT_PATH = os.path.abspath(os.path.join(__file__, *(os.path.pardir for _ in range(2))))
@@ -39,4 +41,11 @@ PRED_GT_VIS_PATH = os.path.join(DATA_VIS_PATH, 'predictions_gt')
 LANDS_VIS_PATH = os.path.join(DATA_VIS_PATH, 'landscapes')
 ACTIVATIONS_VIS_PATH = os.path.join(DATA_VIS_PATH, 'activations')
 
-LIB_PATH = glob(f"{os.path.join(PROJECT_PATH, 'build')}/lib*")[0]
+build_path = os.path.join(PROJECT_PATH, 'build')
+lib_files = glob(f"{build_path}/lib*")
+
+if not lib_files:
+    subprocess.check_call([sys.executable, 'setup.py', 'build_ext'], cwd=PROJECT_PATH)
+    lib_files = glob(f"{build_path}/lib*")
+
+LIB_PATH = lib_files[0]