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This article is about Python tools. Xiaobian thinks it is quite practical, so share it with everyone for reference. Let's follow Xiaobian and have a look.

1. Python Tutor

Python Tutor is a free educational tool developed by Philip Guo that helps students overcome the fundamental barriers to learning programming and understand how each line of source code works on a computer as it executes. With this tool, teachers or students can write Python code directly in a Web browser and run the program visually step by step. If you don't know how the code works in memory, copy it to Tutor and execute it visually to deepen your understanding.

2. IPython

IPython is a Python interactive shell for Humans. After using it, you don't want to use your own Python shell anymore. IPython supports variable auto-completion, auto-indentation, bash shell command, built-in many practical functions and functions, and it is also an excellent platform for scientific calculation and interactive visualization.

3. Jupyter Notebook

Jupyter Notebook is like a draft book, combining text notes, math equations, code, and visualizations into an easy-to-share document, presented as a Web page. It is an essential tool for data analysis and machine learning.

4. Anaconda

Python is good, but always encounter a variety of package management and Python version problems, especially Windows platform many packages can not be installed properly, in order to solve these problems, Anoconda appeared, Anoconda contains a package management tool and a Python management environment, at the same time comes with a large number of commonly used data science packages, but also data analysis standard.

5. Skulpt

Skulpt is an online Python execution environment implemented in Javascript that allows you to easily run Python code in your browser. Skulpt in conjunction with CodeMirror editor provides a basic online Python editing and runtime environment.

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