model selector

main_clean.py

@@ -87,10 +87,20 @@ def main():
         os.environ['ENABLE_NN_MODELS'] = '1'
     
     try:
+        # Model Selection at Startup
+        logger.info("Performing intelligent model selection...")
+        try:
+            from utils.model_selector import select_and_load_best_models
+            selected_models, loaded_models = select_and_load_best_models()
+            logger.info(f"Selected {len(selected_models)} model types, loaded {len(loaded_models)} models")
+        except Exception as e:
+            logger.warning(f"Model selection failed, using defaults: {e}")
+            selected_models, loaded_models = {}, {}
+
         # Create data provider
         logger.info("Initializing data provider...")
         data_provider = DataProvider(symbols=['ETH/USDT', 'BTC/USDT'])
-        
+
         # Create orchestrator (with safe CNN handling)
         logger.info("Initializing trading orchestrator...")
         orchestrator = create_safe_orchestrator()