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Runtime error
dalexanderch
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6585887
1
Parent(s):
35143f5
Upload app.py
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app.py
CHANGED
@@ -80,13 +80,13 @@ def fn(glycan, model):
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pred = np.exp(pred)/sum(np.exp(pred)) # Softmax
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pred = [float(x) for x in pred]
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pred = {class_list[i]:pred[i] for i in range(15)}
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return "graph.png"
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demo = gr.Interface(
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fn=fn,
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inputs=[gr.Textbox(label="Glycan sequence"), gr.Radio(label="Model",choices=["No data augmentation", "Random node deletion", "Ensemble"])],
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outputs=[gr.
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allow_flagging="never",
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title="SweetNet demo",
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examples=[["GlcOSN(a1-4)GlcA(b1-4)GlcOSN(a1-4)GlcAOS(b1-4)GlcOSN(a1-4)GlcOSN", "No data augmentation"],
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pred = np.exp(pred)/sum(np.exp(pred)) # Softmax
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pred = [float(x) for x in pred]
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pred = {class_list[i]:pred[i] for i in range(15)}
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return pred, "graph.png"
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demo = gr.Interface(
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fn=fn,
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inputs=[gr.Textbox(label="Glycan sequence"), gr.Radio(label="Model",choices=["No data augmentation", "Random node deletion", "Ensemble"])],
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outputs=[gr.Label(num_top_classes=15, label="Prediction"), gr.Image(label="Glycan graph")],
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allow_flagging="never",
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title="SweetNet demo",
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examples=[["GlcOSN(a1-4)GlcA(b1-4)GlcOSN(a1-4)GlcAOS(b1-4)GlcOSN(a1-4)GlcOSN", "No data augmentation"],
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