工欲善其事 its prerequisite, a good tool to make a multiplier effect, the Python community provides enough good tools to help developers achieve some ideas more easily, the following tools to my work has brought a lot of convenience, recommended to the pursuit of good things you. Python Tutor
The Python Tutor is a free educational tool developed by Philip Guo to help students overcome the fundamental hurdles in programming learning and understand the process of each line of source code in a computer when the program is executing. With this tool, a teacher or student can write Python code directly in a Web browser and run the program visually. If you don't know how the code works in memory, you might as well copy it into the tutor and visualize it, and deepen your understanding.
Address: www.pythontutor.com/
IPython
IPython is a for humans Python interactive shell, with which you don't want to use your own Python shell anymore, IPython supports variable automatic completion, automatic indentation, support for bash shell commands, and a number of practical functions and letters built into it. Number, and it is also the best platform for scientific computing and interactive visualization. In the public number "Pyhon Zen" reply "Ipython" get "ipython interactive programming and data visualization tutorial."
Address: ipython.org/
Jupyter Notebook
Jupyter Notebook is like a draft book that combines text annotations, mathematical equations, code, and visualization into a document that is easy to share and is presented as a Web page. It is a necessary tool for data analysis and machine learning. In the public number "Pyhon Zen" reply "Jupyter" to show you a Python tutorial based on Jupyter.
Address: jupyter.org/
Anaconda
Python is good, you can always encounter a variety of package management and Python version problems, especially the Windows platform many packages are not normal installation, in order to solve these problems, Anoconda appears, Anoconda contains a package management tool and a Python management environment, It also comes with a large number of commonly used data science packages and is standard for data analysis. Before the public number had introduced Anaconda
Address: www.anaconda.com/
Skulpt
Skulpt is an online python execution environment with Javascript that lets you easily run Python code in a browser. A basic online python editing and running environment can be achieved using the Skulpt combination codemirror editor.
Address: www.skulpt.org/
Link: https://juejin.im/post/5a46f0a55188256970785043
Source: Nuggets
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