Chapter 2: Functions, Closures, and Decorators

Learning Objectives

• Design functions with proper signatures, type hints, and docstrings for scientific code
• Implement closures for parameterized function factories
• Write decorators for timing, caching, and input validation of simulation functions
• Use context managers for resource management in scientific computing