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Cython 3 python at the speed of c stefan behnel
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=Y6rs6r62ovk
Get Free GPT4o from https://codegive.com • cython is a programming language that makes it easy to write c extensions for python. it allows you to write python-like code with some additional annotations and compile it to c code, which can be then compiled into a python extension module. this can significantly speed up the execution of your python code, as the compiled c code runs much faster than the interpreted python code. • here's a step-by-step tutorial on how to use cython to write python code that runs at the speed of c, inspired by stefan behnel's work: • 1. install cython: • you can install cython using pip: • • 2. write cython code: • create a python file, for example `my_module.pyx`, and write your python code with cython annotations. here's an example code snippet: • • 3. create a setup file: • create a `setup.py` file to compile your cython code into a python extension module: • • 4. compile the cython code: • run the following command to compile your cython code into a python extension module: • • 5. use the compiled module in python: • you can now import and use your compiled cython module in python scripts: • • 6. measure the performance improvement: • compare the performance of your cython code with the original python code to see the speedup achieved by compiling the code into c. • by following these steps, you can write python code that runs at the speed of c using cython. remember to carefully add `cdef` and other cython annotations to optimize your code further for speed. • ... • #python cython • #python cython alternative • #python cython install • #python cython build • #python cython tutorial • python cython • python cython alternative • python cython install • python cython build • python cython tutorial • python cython compile • python cython github • python cython_bbox • python cython package • python cython windows • python speedtest • python speed • python speed comparison • python speed loader • python speed vs c++ • python speed up • python speed up for loop • python speed improvements
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