For computationally intensive tasks, consider compiling parts of your Python code into a more efficient form. Tools like Cython allow you to compile Python code into C, offering a significant ...

By using Cython, you can compile Python code into C code, which runs much faster. To optimize your scientific computations, you can annotate your Python functions with types and then compile them ...

Python 3.11 introduced the Specializing Adaptive Interpreter. When the interpreter detects that some operations predictably involve the same types, those operations are “specialized.” ...