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Update app.py
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app.py
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@@ -11,8 +11,15 @@ labels = learner.dls.vocab
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# Definimos una función que se encarga de llevar a cabo las predicciones
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def predict(text):
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# Creamos la interfaz y la lanzamos
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gr.Interface(fn=predict, inputs=gr.inputs.Textbox(lines=2, placeholder="Finantial Sentence"), outputs=gr.outputs.Label(num_top_classes=3), examples=['text1.txt', 'text2.txt']).launch(share=False)
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# Definimos una función que se encarga de llevar a cabo las predicciones
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def predict(text):
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result = learner.predict(text)
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if len(result) == 3:
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pred, pred_idx, probs = result
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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elif len(result) == 2:
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pred, probs = result
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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else:
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return {"Error": "Unexpected output format from learner"}
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# Creamos la interfaz y la lanzamos
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gr.Interface(fn=predict, inputs=gr.inputs.Textbox(lines=2, placeholder="Finantial Sentence"), outputs=gr.outputs.Label(num_top_classes=3), examples=['text1.txt', 'text2.txt']).launch(share=False)
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