Create quick execution script for Phase1 training

Author: Vishal-sys-code

run_phase1_training.py

@@ -0,0 +1,38 @@
+#!/usr/bin/env python3
+"""
+🚀 Quick Execution Script for Phase1 Training
+Run this to start the Phase1 integration training and see the novelty in action!
+"""
+
+import sys
+import os
+import subprocess
+
+def main():
+    print("🧠 Starting Phase1 Training: Adaptive Spiking Windows + SDT")
+    print("=" * 60)
+    
+    try:
+        # Run the comprehensive training script
+        result = subprocess.run([
+            sys.executable, "phase1_comprehensive_training.py"
+        ], capture_output=True, text=True, timeout=3600)  # 1 hour timeout
+        
+        if result.returncode == 0:
+            print("✅ Training completed successfully!")
+            print("\n📊 Training Output:")
+            print(result.stdout)
+        else:
+            print("❌ Training failed!")
+            print("\n🔍 Error Output:")
+            print(result.stderr)
+            
+    except subprocess.TimeoutExpired:
+        print("⏰ Training timed out after 1 hour")
+    except Exception as e:
+        print(f"💥 Unexpected error: {e}")
+        
+    print("\n🎯 Phase1 Training Session Complete!")
+
+if __name__ == "__main__":
+    main()