As you already know, you can type and work on Python code with any text editor. Python is one of the most influential and versatile programming languages in the world. It is used in different industries, including data science, artificial intelligence, and web development.
IDEs and code editors are software tool programmers who are used to overcome the problem. When working with Python development services or any code, these tools can significantly boost efficiency, productivity and comfort. We need an integrated development environment (IDE) to write code efficiently in Python, which helps to test, write, and debug your code efficiently and quickly.
What is an IDE?
An IDE or Integrated Development Environment enables programmers to couple the different aspects of writing a computer program. It is a software application that provides comprehensive facilities for software development.
It streamlines the development process by integrating various tools and features, which include debugging tools, source code editor, and project management tools, into a single application.
What are IDEs and Code Editors?
Software developers use IDEs and code editor tools to write and edit code.
IDEs or Integrated Development Environments are usually more feature-rich and include tools for building, debugging and deploying code.
On the other hand, Code Editors are more straightforward and focused on code editing. Depending on the task, many developers use IDEs and code editors.
Top 5 Python IDEs
Here are some of the best Python IDEs for data science to give you a short description to make it easy for you to suit your needs best.
# PyCharm
PyCharm is a cross-platform Python IDE for professional development developed by JetBrains. It is known for its testing, intelligent code completion and debugging feature. PyCharm comes in two flavours, which include a free Apache-licensed community version and a paid proprietary professional version.
It has features such as web development, customizable and cross-platform IDE, intelligent coding edition, and syntax highlighting. PyCharm is a perfect choice for anyone looking for a comprehensive Python development tool.
# PyDev
It is a popular IDE designed for software development in Java. You can use it for other languages, including Python. As PyDev is the plugin, you can use Eclipse as a Python IDE.
It has features that include refactoring, debugging, an interactive console, code analysis, and good support for Python web development. If you are looking for a complete IDE that is free and open-source, then Eclipse and PyDev is a good choice for you. If you need to work on multiple languages, this combination is also great.
# Jupyter Notebook
Jupyter Notebook is an open-source web application that allows one to create and share documents containing codes, texts, and visualizations. You can access it from almost anywhere and continue working on a project as long as you have an internet connection.
Including Python, Jupyter Notebook supports multiple programming languages. It is well-known in the data science community. It is excellent for simulation, machine learning and data science applications, as well as visualizations. If you need a quick tool to run some Python, Jupyter Notebook is excellent for you since you don’t need to set up anything on your computer.
# Thonny
It is a free and open-source Python IDE with an educational focus and is aimed at beginners. It is easy to use. Its installation should be easy, and the interface should be straightforward to navigate. It has a simple debugger, syntax highlighting, and code completion.
You can easily keep track of how the code you are running affects them as it shows you the variables that are saved in the memory. If you are starting to learn Python, then Thonny is a good choice for you, as it helps you gain insights into basic Python operations.
# Spyder
Spyder is a free, open-source IDE written in Python and designed for data analysis and scientific computing. It is also known as Scientific Python Development IDE. It is one of the most lightweight Python IDEs.
It has features for plotting all kinds of charts and graphs, debugging, data manipulation, and integration of many data science libraries such as Pandas, Matplotlib, Scipy and NumPy. Spyder is a comprehensive IDE that shines in the field of data science or machine learning.
Top 5 Python Code Editors
Here are some of the top Python code editors for you to help you choose the one that best suits your needs. Let’s learn about them in detail.
# Python Notepad++
Due to its rich function and feature set, Notepad++ is one of the most used code editors by many experienced and entry-level developers. It is a free and open-source code designed for MS Windows. It provides many features and benefits for most programming languages, including some Python-specific benefits.
It has features such as easy Python integration, provides indentation guides, allows developers to create shortcuts, and groups Python code sections in collapsible sections for improving page readability.
# Visual Studio Code
VS Code, or Visual Studio Code, is a free and open-source code editor developed by Microsoft. It is lightweight and comes with many valuable features like good code autocompletion, Git integration, syntax highlighting, and advanced code debugging.
Visual Studio Code is often confused with Visual Studio, but both are different programs. Through a vast number of extensions, VS Code is very customizable. If you are looking for a fast, lightweight, and customizable code editor for Python, then it is a good choice for you.
# Vim
If you prefer to work without using a mouse or if you need to do a lot of work on a remote server, Vim might be a good choice for you. It is a free and open-source cross-platform text editor that you can find pre-installed on macOS and UNIX operating systems. It can also be installed on Windows.
Through plugins and extensions, it is very lightweight and customizable. Compared to other tools, it has a unique workflow that offers users different modes, such as insert mode, command mode, and normal mode, for different parts of the development process. It can be a super efficient text editor.
# Atom
Atom’s interface is minimalistic, simple, and widely customizable. It is a free and open-source code editor created by Github that supports Python development. It is further customizable through a large number of extensions.
Its features include multiple panes, syntax highlighting, a file browser, a built-in package, and Git and Github integration for version control. You can also modify it with the help of Atom if you want a customizable, open-source, and fast code editor.
# Sublime Text
If you are looking for a lightweight code editor that you can customize, Sublime Text can be a good choice for you. It is a popular code editor that supports multiple programming languages, including Python.
Its features include:
- Code auto-completion
- High customizability through speed
- Plugins
- Minimal, powerful, and discreet user interface
- Syntax highlighting and powerful text editing features
Final Words
In short, choosing the proper IDE or code editor can enhance your efficiency and productivity in the fast-paced world of Python development. Whether you are working on Python IDEs for data science projects or diving into artificial intelligence, the tools you use should align with your specific needs.
To drive success, Shiv Technolabs understands the importance of utilizing the best resources. They offer lightweight Python IDEs, which are tailored to various stages of the development process. Developers can streamline their workflow, debug more efficiently, and ultimately build better solutions with the correct code editor or IDE.
Shiv Technolabs is a Python development company committed to providing innovative Python development services. It helps businesses to leverage the full potential of this versatile language. We make sure that our clients achieve seamless development experiences and exceptional results by integrating the right tools.
Revolutionize Your Digital Presence with Our Mobile & Web Development Service. Trusted Expertise, Innovation, and Success Guaranteed.
