Upload 12 files

.claude/settings.local.json

@@ -0,0 +1,7 @@
+{
+  "permissions": {
+    "allow": [
+      "Bash(python *)"
+    ]
+  }
+}

app.py

@@ -8,6 +8,11 @@ for every prediction.
 
 from pathlib import Path
 
+try:
+    import spaces  # ZeroGPU: must be imported before torch
+except ImportError:  # local run / CPU Space without the spaces package
+    spaces = None
+
 import gradio as gr
 import matplotlib
 matplotlib.use("Agg")
@@ -83,6 +88,14 @@ def shap_figure(sv_ac, sv_sg, pred):
     return fig
 
 
+def _gpu(fn):
+    """ZeroGPU hardware refuses to start without a @spaces.GPU function.
+    Inference itself runs on CPU in <1 s (SHAP ~3 s), so the short duration
+    just satisfies the check while keeping queue priority high."""
+    return spaces.GPU(duration=30)(fn) if spaces is not None else fn
+
+
+@_gpu
 def predict(d0, d200, d300, d450, d600, d900, d1200, d1500, d1800,
             h_ac, h_base, h_subbase, explain):
     d = [d0, d200, d300, d450, d600, d900, d1200, d1500, d1800]

requirements.txt

@@ -1,4 +1,3 @@
---extra-index-url https://download.pytorch.org/whl/cpu
 torch>=2.2
 numpy>=1.24
 shap>=0.45