
List of Python IDEs
Spyder
Spyder refers to the Scientific python development environment. It is an open-source and free python IDE. It is an excellent and lightweight IDE for data science and machine learning. Spyder is used by a lot of developers and data analysts for real-time analysis of codes. Spyder comes with an interactive code interactive pattern that allows developers to compile any section of the code, any single line in one go. You can also find the errors, redundant variables, and any other issues in your code without compiling it through the static code analysis feature. Pros of Spyder-
- Attractive UI and interface
- It's free of cost
- Run python codes
Thonny
It is an amazing Python IDE for data science that will run on Linux, Windows, and Mac. Thonny debugger assists in debugging source codes line by line, which helps a lot for newbie programmers. The GUI of Thonny makes the process of installation of third-party packages convenient. Pros Of Thonny-
- A simple debugger
- Free open-source IDE
- Dedicated python community support
JupyterLab
JupyterLab is a web-based IDE for Data science professionals. With the help of the interactive output system of this IDE, you can test your source code in real-time. The interface of JupyterLab offers a simultaneous view of the text editor, terminal, file directory, and console. Autosave, auto-formatting, and code completion are some of the notable features of JupyterLab. Pros Of JupiterLab-
- Flexible layouts
- Run code from a text file
- Code consoles
Pycharm
Pycharm is an excellent python web development IDE that has features such as code indentation and auto code completion. It also has a smart debugger that analyzes the code and bold errors. Machine learning and data science professionals who are into web application development companies prefer Pycharm because of its smooth navigation facility. Pros Of Pycharm-
- Excellent community support
- Availability of a wIDE range of plugins
- Easy to use
Visual Code
Another most used Python IDE by data science professionals. It works on Linux, Mac, and Windows. It supports different languages besIDEs Python-like C#, C, HTML, javascript, and so on. VC is an open-source, lightweight Python IDE that comes in both free and paid versions. Pros Of Visual Code-
- Cross-platform support
- Robust architecture
- Lightweight