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#This article introduces multiple Python IDEs and evaluates their advantages and disadvantages. Readers can refer to the Python IDE list listed in this article to choose the editor that suits them.
What is an IDE? What is the use of IDE?
An IDE is a software package used by developers to create programs. It integrates multiple highly connected components through a simple user interface to maximize programmer productivity. Essentially, an IDE is a tool that improves the process of creating, testing, and debugging code by making it easier. Tools used by IDE include:Text Editor
Compiler and/or interpreter
Assembly automation tool
Debugger
There is a similar term to IDE - code editor. Let’s first explore the similarities and differences between the two.
What is a code editor?
Code Editor is a text editor that can highlight syntax and layout code. Advanced code editor can develop and modify code.
Distinguishing Features of IDEs and Code Editors
What are the common advantages of IDEs and code editors? They both help developers:
Store and reopen scripts
Run code
debug
Highlight syntax
The most popular IDE for Python developers
PyCharm is developed by JetBrains, a well-known software development company. It is considered the best Python IDE when it comes to artificial intelligence and machine learning. Most importantly, Pycharm incorporates multiple libraries (such as Matplotlib and NumPy) to help developers explore more available options.
Compatibility: Windows, MacOS, Linux
Main plugins and features:
Built-in developer tools
Remote development capability
Real-time editing mode
IPython Notebook
##Advantages:
PyCharm supports web development frameworks such as Pyramid, Flask and Django.
# Provides smart code capabilities to perform more precise and faster bug fixes.
Allows program development on remote hosts with the help of Docker and Vagrant connections and ssh terminals.
Disadvantages:
Download address: https://code.visualstudio.com/Download
Visual Studio Code is sometimes confused with the Visual Studio IDE, which is not a commonly used tool among Python users. VS Code is a complete code editor with many great features, and many programmers call it the best IDE editor.
Compatibility: Windows, Linux, Mac OS
Main plugins and features:
Built-in git
Custom tool extension plug-in
Breakpoint debugging
Interactive Console
##Advantages:
Its Electron framework allows developers to use VS Code on almost any platform.
#Debug directly in the editor.
#Supports multiple keyboard shortcuts to speed up programming.
shortcoming:
debug has limited functionality.
#There are no built-in templates.
Compatibility: Windows, Linux, Mac OS
Main plugins and features:
Easy navigation for high performance
Supports different packages to customize the editor
Just one keyword to copy common code snippets
Instant project switching and split editing
Advantages:
Can handle multiple markup languages.
#Allows the user to select the project they want to work on.
Have important tools that can provide class and function wide indexing.
#Provides a powerful API and organized ecosystem for high performance.
Disadvantages:
Too advanced for novices.
# Its git plug-in is not particularly powerful.
Compatibility:Windows, Linux, Mac OS, IOS, Android, UNIX, AmigaOS, MorphOS
Main plugins and features:
Its scripts allow you to perform almost any programming task in Python.
#Ctags, to help achieve better tag navigation.
#Built-in basic vocabulary completion.
Advantages:
has a keyboard interface, which can improve efficiency.
# Supports multiple plug-ins (such as version control tools, file management tools).
Use .vimrc files to implement different extended functions (such as highlighting search results).
Disadvantages:
The interface is clumsy and some developers find it inconvenient to use.
# Its modal editor requires users to spend a certain amount of time learning.
Windows, Linux, Mac OS, IOS, Android, UNIX, AmigaOS, MorphOS
Main plugins and features:
Syntax Coloring
Support Unicode
Advantages:
Lisp, as a second language, can help programmers program better.
#Emacs is compatible with several different platforms.
# Provides a large number of custom scripts for developers to use.
Disadvantages:
Users may need to spend a little more time to learn this editor complex customization process.
# It is a little more complicated to use than some other IDEs.
Compatibility: Windows, Linux, Mac OS
Main plugins and features:
tkinter GUI toolkit
Multi-window interface
With dialog box, browser and other configurations
Advantages:
Allows users to highlight errors, auto-encode, and accurately identify them.
#Has a lightweight Python shell.
#Its built-in corrections can improve performance.
#Allows users to search and replace files in the editor.
Disadvantages:
does not support copying to the library.
#Scripts cannot exceed 100 lines of code.
The best Python compatible IDE for machine learning, artificial intelligence and big data
Python is the best Python for machine learning, artificial intelligence One of the preferred languages in fields such as , big data and more. This section will introduce IDEs suitable for Python development in these areas.
Jupyter is a web-based editor that allows developers to build and run scripts or notebooks. It is relatively simple and more user-friendly. Jupyter also uses Seaborn and Matplotlib to perform data visualization.
Other Python development IDEs
This section will introduce some less famous and popular IDEs but equally worth a look.
Pyzo is a free and open source programming tool that can be used with any Python interpreter, even the Conda environment. Its two most prominent features are simplicity and interactivity. Simple and easy to use, perfect for novices.
Download address: https://thonny.org/
##Thonny was developed by the University of Tartu and is a program suitable for novices member. Its interface doesn't have any complex or superfluous features, making it easy to get started. Another great thing for newbies is that you can see Python evaluate your expression at each step.The above is the detailed content of Detailed guide to 15 Python editors/IDEs, there is always one that suits you!. For more information, please follow other related articles on the PHP Chinese website!