The difference between python and matlab

Pythonis an object-oriented interpreted computer programming language. Python is purely free software, and the source code and interpreter CPython follow the GPL (GNU General Public License) agreement. Python syntax is concise and clear, and one of its features is the forced use of white space as statement indentation.

Advantages of Python:(Recommended learning:Python video tutorial)

relative to Python The biggest advantage over Matlab: it’s free. But now that you can already use Matlab, you probably don't care about this anymore.

Python’s second biggest advantage: open source. You can change a lot of the algorithmic details of scientific calculations.

Portability, Matlab is inevitably inferior to Python. But if you mainly do research, the demand in this area should not be high.

Third-party ecology, Matlab is not as good as Python. For example, 3D drawing toolkit, GUI, more convenient parallelism, using GPU, Functional, etc. In the long run, Python's scientific computing ecosystem will be better than Matlab.

The language is more beautiful. In addition, if you have certain OOP requirements and build a larger scientific computing system, it will definitely be much simpler to use Python directly than a hybrid solution using Matlab.

After all, it is a general-purpose programming language. It can be used for making the Web, building a crawler, writing scripts, writing gadgets, etc.

MATLABis a commercial mathematics software produced by the American MathWorks company. It is an advanced technical computing language and interactive environment used for algorithm development, data visualization, data analysis and numerical calculations. It mainly includes MATLAB and Simulink has two parts.

Advantages of Matlab:

Community. Since your laboratory uses Matlab, it means that most scholars in your field may use Matlab. It will definitely be easier to communicate.

Simulink, I can only say that this is a conscientious work, but the questioner doesn’t seem to need it...

Matlab is originally claimed to be faster, but in fact, due to Python’s increasingly complete ecosystem, this advantage Has gradually been lost

The difference between python and matlab

The biggest advantage of Python compared to Matlab is: Python is a general programming language and numpy realizes scientific computing functions , scipy, and matplotlib are just Python libraries and packages. In addition, Python also has libraries and packages for various purposes, such as PyQt and wxPython for GUI, and Django and Flask for Web

The biggest advantage of Matlab compared to Python is that it is specially developed for numerical calculations. In the field of numerical calculations, it has the most libraries, the most users, and the most books published. For more Python-related technical articles, please Visit the

column to learn!

The above is the detailed content of The difference between python and matlab. For more information, please follow other related articles on the PHP Chinese website!