engr-awaisjamal commited on
Commit
cc768a9
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verified ·
1 Parent(s): 0e577d5

Update app.py

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Files changed (1) hide show
  1. app.py +3 -2
app.py CHANGED
@@ -22,9 +22,10 @@ def load_file(uploaded_file):
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  # Train the model if it doesn't already exist
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  def train_model(data):
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- # data['Hour'] = pd.to_datetime(data['Timestamp']).dt.hour
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  data['Hour'] = pd.to_datetime(data['Timestamp']).dt.hour
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- X = data[['Hour', 'Temperature', 'CloudCover','DATE_TIME','PLANT_ID','SOURCE_KEY','DC_POWER','AC_POWER','DAILY_YIELD','TOTAL_YIELD']]
 
 
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  y = data['SolarOutput']
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  X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
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  model = LinearRegression()
 
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  # Train the model if it doesn't already exist
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  def train_model(data):
 
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  data['Hour'] = pd.to_datetime(data['Timestamp']).dt.hour
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+ #data['Hour'] = pd.to_datetime(data['Timestamp']).dt.hour
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+ X = data[['Hour', 'Temperature', 'CloudCover']]
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+ #,'DATE_TIME','PLANT_ID','SOURCE_KEY','DC_POWER','AC_POWER','DAILY_YIELD','TOTAL_YIELD'
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  y = data['SolarOutput']
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  X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)
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  model = LinearRegression()