Cython

Cython enhances Python applications through static compilation, turning interpreted Python code into high-speed C extensions. By allowing the addition of static types to Python variables and functions, it minimizes runtime overhead and accelerates execution. This makes it exceptionally useful for numerical computing, data analysis, and other performance-sensitive domains. Cython also facilitates easy interaction with C codebases, enabling direct calls to C functions and use of C data types. The result is a dramatic speedup with minimal code changes, providing a practical path to optimizing Python projects.