LethallyHealthy commited on
Commit
e932906
·
1 Parent(s): cbc82da

Update app.py

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Files changed (1) hide show
  1. app.py +3 -0
app.py CHANGED
@@ -10,6 +10,9 @@ import predictor
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  #Creating an empty dataset to use in the model
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  data = pd.DataFrame(np.zeros((1,60)),columns=predictor.X_test.columns, index=[0])
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  OverallQual = st.sidebar.slider("Overall Quality", 1, 5)
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  with st.sidebar:
 
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  #Creating an empty dataset to use in the model
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  data = pd.DataFrame(np.zeros((1,60)),columns=predictor.X_test.columns, index=[0])
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+ st.title("*The Ames, Iowa Housing Price Predictor*")
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+ st.header("Description:")
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+ st.text("This is a showcase of the regression model, which has been trained using LightGBM and Optuna for hyperparameter tuning on the Ames, Iowa Housing Dataset. On the side are the top 20 features which this model deems the most relevant towards housing prices. Please try from a range of different inputs!")
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  OverallQual = st.sidebar.slider("Overall Quality", 1, 5)
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  with st.sidebar: