vatsal-p-wa commited on
Commit
0eefe69
·
verified ·
1 Parent(s): 6661708

Update app.py

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Files changed (1) hide show
  1. app.py +6 -1
app.py CHANGED
@@ -294,8 +294,13 @@ def process_dataframe(df):
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  df_pred_2['Makable_Predicted'] = pd.DataFrame(np.expm1(makable_model_2.predict(df_pred_2)), columns=["Predicted"])
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  print(df_pred_2.columns)
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- df_pred_main = pd.concat([df_pred_0, df_pred_1, df_pred_2])
 
 
 
 
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  df_pred_main['Makable_Diff'] = df_pred_main['EngAmt'] - df_pred_main['Makable_Predicted']
 
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  # Fill NaN or missing values in prediction columns
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  # df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']] = df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']].fillna("-")
 
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  df_pred_2['Makable_Predicted'] = pd.DataFrame(np.expm1(makable_model_2.predict(df_pred_2)), columns=["Predicted"])
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  print(df_pred_2.columns)
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+ # Concatenate the DataFrames row-wise
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+ df_pred_main = pd.concat([df_pred_0, df_pred_1, df_pred_2], ignore_index=True)
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+
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+ # df_pred_main = pd.concat([df_pred_0, df_pred_1, df_pred_2])
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+ print("df_pred_main------------->", df_pred_main.columns)
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  df_pred_main['Makable_Diff'] = df_pred_main['EngAmt'] - df_pred_main['Makable_Predicted']
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+ print("df_pred_main------------->", df_pred_main.columns)
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  # Fill NaN or missing values in prediction columns
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  # df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']] = df_pred_main[['change_in_amt_mkble', 'Makable_Predicted', 'Makable_Diff']].fillna("-")