Update app.py

app.py

@@ -85,7 +85,7 @@ def generate_trading_signals(df):
 
 
     # Modified RSI Signals (tighter thresholds)
-    df['RSI_Signal'] = np.where(df['RSI'] < 15, 1, 0)  # Changed from 20 to 15
+    df['RSI_Signal'] = np.where(df['RSI'] < 12, 1, 0)  # Changed from 20 to 15
     df['RSI_Signal'] = np.where(df['RSI'] > 95, -1, df['RSI_Signal'])  # Changed from 90 to 95
 
     
@@ -109,15 +109,15 @@ def generate_trading_signals(df):
 
     
     # Modified Stochastic (tighter thresholds)
-    df['Stochastic_Signal'] = np.where((df['SlowK'] < 5) & (df['SlowD'] < 7), 1, 0)
-    df['Stochastic_Signal'] = np.where((df['SlowK'] > 95) & (df['SlowD'] > 90), -1, df['Stochastic_Signal'])
+    df['Stochastic_Signal'] = np.where((df['SlowK'] < 5) & (df['SlowD'] < 5), 1, 0)
+    df['Stochastic_Signal'] = np.where((df['SlowK'] > 95) & (df['SlowD'] > 95), -1, df['Stochastic_Signal'])
 
     # Modified CMF Signals
-    df['CMF_Signal'] = np.where(df['CMF'] > 0.4, -1, np.where(df['CMF'] < -0.3, 1, 0))  # Changed from 0.3 to 0.4
+    df['CMF_Signal'] = np.where(df['CMF'] > 0.4, -1, np.where(df['CMF'] < -0.4, 1, 0))  # Changed from 0.3 to 0.4
 
     # Modified CCI Signals
-    df['CCI_Signal'] = np.where(df['CCI'] < -190, 1, 0)  # Changed from -180
-    df['CCI_Signal'] = np.where(df['CCI'] > 190, -1, df['CCI_Signal'])  # Changed from 150
+    df['CCI_Signal'] = np.where(df['CCI'] < -195, 1, 0)  # Changed from -180
+    df['CCI_Signal'] = np.where(df['CCI'] > 195, -1, df['CCI_Signal'])  # Changed from 150
 
     # Include SMA and MACD in combined signals
     df['Combined_Signal'] = df[['RSI_Signal', 'BB_Signal',