using new data probider and StandardizedCNN

web/clean_dashboard.py

@@ -62,10 +62,13 @@ logging.getLogger('dash.dash').setLevel(logging.WARNING)
 
 # Import core components
 from core.config import get_config
-from core.data_provider import DataProvider
+from core.standardized_data_provider import StandardizedDataProvider
 from core.orchestrator import TradingOrchestrator
 from core.trading_executor import TradingExecutor
 
+# Import standardized models
+from NN.models.standardized_cnn import StandardizedCNN
+
 # Import layout and component managers
 from web.layout_manager import DashboardLayoutManager
 from web.component_manager import DashboardComponentManager
@@ -142,6 +145,10 @@ class CleanTradingDashboard:
         self.training_system = None
         self._initialize_enhanced_training_system()
         
+        # Initialize StandardizedCNN model
+        self.standardized_cnn = None
+        self._initialize_standardized_cnn()
+        
         # Initialize layout and component managers
         self.layout_manager = DashboardLayoutManager(
             starting_balance=self._get_initial_balance(),