dianamunnoz commited on
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2682a8e
1 Parent(s): 5638f67

Update app.py

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  1. app.py +10 -0
app.py CHANGED
@@ -145,6 +145,16 @@ El corazón del sistema es un modelo de clustering de textos. Este proceso impli
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  Cuando seleccionas una imagen, el sistema identifica a qué cluster pertenece y luego te sugiere otras imágenes del mismo grupo. De esta manera, te ofrece imágenes que no solo son visualmente impresionantes, sino también relevantes en cuanto a su contenido y contexto.
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  """)
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  # Entrada del usuario
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  api_key = st.text_input("Ingresa tu token de la NASA:", "")
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  if api_key == "":
 
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  Cuando seleccionas una imagen, el sistema identifica a qué cluster pertenece y luego te sugiere otras imágenes del mismo grupo. De esta manera, te ofrece imágenes que no solo son visualmente impresionantes, sino también relevantes en cuanto a su contenido y contexto.
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  """)
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+ st.write("### Estos fueron las métricas del modelo: ")
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+ st.markdown("""
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+ - Cohesión: 13399.632934570312
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+ - Separación: 5.3946941792964935
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+ - Índice de Davies-Bouldin: 3.4552989993160192
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+ """)
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+
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+ st.write("### De esta forma quedaron los clusters: ")
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+ st.image("data:image/png;base64,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", use_column_width=True)
157
+
158
  # Entrada del usuario
159
  api_key = st.text_input("Ingresa tu token de la NASA:", "")
160
  if api_key == "":