Review the tour notebook for accuracy and completeness with the current API.

• Verify all cells execute without errors
• Check that demonstrated functions match current signatures and behavior
• Update any deprecated usage patterns
• Ensure the notebook showcases the full breadth of pg_gpu's capabilities
• anything missing?