ulysse commited on
Commit
0efefa4
·
1 Parent(s): c050cb5
Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -37,6 +37,7 @@ def trainme(MedInc, HouseAge, AveRooms, AveBedrms, Population, AveOccup, Latitud
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  'Longitude of the block']
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  #Create a lime object, regression mode
 
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  explainer = lime_tabular.LimeTabularExplainer(X, mode="regression", feature_names=clean_features)
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  #Create the expl
@@ -157,8 +158,8 @@ def trainme(MedInc, HouseAge, AveRooms, AveBedrms, Population, AveOccup, Latitud
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  final_list = [first_phrase, second_phrase, third_phrase, forth_phrase]
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  return final_list
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-
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- #Define gradio UI
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  input = [gr.inputs.Slider(0.5, 15, default=4.406300, label='Median income'),
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  gr.inputs.Slider(1, 52, default=13, label='Median house age'),
@@ -181,4 +182,4 @@ iface = gr.Interface(fn=trainme,
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  outputs=output,
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  title = '🔮 Explain me like I\'m 5',
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  description="Get explanations from a model prediction")
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- iface.launch()
 
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  'Longitude of the block']
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  #Create a lime object, regression mode
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+ from lime import lime_tabular
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  explainer = lime_tabular.LimeTabularExplainer(X, mode="regression", feature_names=clean_features)
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  #Create the expl
 
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  final_list = [first_phrase, second_phrase, third_phrase, forth_phrase]
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  return final_list
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+
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+ #Define gradio UI
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  input = [gr.inputs.Slider(0.5, 15, default=4.406300, label='Median income'),
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  gr.inputs.Slider(1, 52, default=13, label='Median house age'),
 
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  outputs=output,
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  title = '🔮 Explain me like I\'m 5',
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  description="Get explanations from a model prediction")
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+ iface.launch(debug=True)