1) PyCharm
PayCharm is a cross-platform IDE used for Python programming. This editor can be used on Windows, macOS, and Linux. This software contains API that can be used by the developers to write their own Python plugins so that they can extend the basic functionalities.
Price: Free
Features:
- It is an intelligent Python code editor supports for CoffeeScript, JavaScript, CSS, and TypeScript.
- Provides smart search to jump to any file, symbol, or class.
- Smart Code Navigation
- It offers quick and safe refactoring of code.
- It allows you to access PostgreSQL, Oracle, MySQL, SQL Server, and many other databases from the IDE.
Download Link: https://www.jetbrains.com/pycharm/
2) Spyder
Spyder is a scientific integrated development environment written in Python. This software is designed for and by scientists who can integrate with Matplotlib, SciPy, NumPy, Pandas, Cython, IPython, SymPy, and other open-source software. Spyder is available through Anaconda (open-source distribution system) distribution on Windows, macOS, and Linux.
Price: Free
Features:
- Allows you to run Python code by cell, line, or file.
- Plot a histogram or time-series, make changes in dateframe or numpy array.
- It offers automatic code completion and horizontal/vertical splitting.
- Find and eliminate bottlenecks
- An interactive way to trace each step of Python code execution.
Download Link: https://www.spyder-ide.org/
3) IDLE
IDLE (Integrated Development and Learning Environment) is a default editor that comes with Python. This software helps a beginner to learn Python easily. IDLE software package is optional for many Linux distributions. The tool can be used on Windows, macOS, and Unix.
Price: free
Features:
- Search multiple files
- It has an interactive interpreter with colorizing of input, output, and error messages.
- Supports smart indent, undo, call tips, and auto-completion.
- Enable you to search and replace within any window.
Download Link: https://docs.python.org/3/library/idle.html
4) Jupyter
Jupyter is a tool for people who have just started with data science. It is easy to use, interactive data science IDE across many programming languages that just not work as an editor, but also as an educational tool or presentation.
Price: Free
Features:
- It supports for Numerical simulation, data cleaning machine learning data visualization, and statistical modeling.
- Combine code, text, and images.
- Support for many programming languages.
- Integrated data science libraries (matplotlib, NumPy, Pandas).
Download Link: https://jupyter.org/install.html
5) Visual Studio Code
Visual Studio Code (VS Code) is an open-source environment developed by Microsoft. This IDE can be used for Python development. Visual Studio Code is based on Electron which is a framework to deploy Node JS applications for the computer running on the Blink browser engine.
Price: Free
Features:
- The editor provides smart code completion based on function definition, imported modules, as well as variable types.
- You can work with Git as well as other SCM providers
- Enable you to debug code from the editor.
- Provides extensions to add new languages, debuggers, themes to gain the advantage of additional services.
Download Link: https://code.visualstudio.com/
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