11/7/2023 0 Comments Matlab vs python syntax![]() ![]() If anyone else is thinking about switching, I suggest you do it. With Python I can literally do anything I used to do in MATLAB and I can do it a lot better. Python's performance and flexibility really surprised me. My code looks infinitely more appealing as well. I can't even begin to describe how bad MATLAB is compared to Python! What used to to take me all day to code in Matlab takes me only a few hours to write in Python. What I at first thought would be extra work turned out to be an awesome hobby. A few months ago I found out I was going to be a TA for a numerical methods class and that it would be taught using Python, so I would have to learn the language. I never really had an major problems with it, but I wasn't super enthusiastic about it either. I've been in the engineering field for a while now and I've always used MATLAB for high-complexity math calculations. With regards to capabilities, with NumPy, SciPy and Matplotlib, you pretty much have the whole set of functionality that MATLAB provides out of the box, and quite a lot of stuff that you would have to buy separate toolboxes for. Because of this, entities like strings, non-numerical arrays and (crucially) associative arrays (or maps or dictionaries) are first-class constructs in Python, as are classes. ![]() One of the reasons for this is that Python is a general purpose language rather than a specialist matrix-manipulation language. ![]() I've switched over myself from MATLAB to Python, because I find that Python deals much better with complexity, i.e., I find it easier to write, debug and maintain complex code in Python. #now you've changed foo.py and want to reload it Generally, I find IDEs to be total overkill for Python development, and find that I'm more productive with a well-setup text editor (vim in my case) and a separate visual debugger (WinPDB).Ĭhanging functions: Modules must be reloaded after changes using the reload() built-in function. Python IDEs are nowhere near as good or mature as MATLAB's, though I've heard good things about Wing IDE. ![]()
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