Which python programming software is better to use?
Python programming software recommendations: Beginner-friendly: Spyder, Jupyter Notebook, PyCharm Community Edition Professional level: PyCharm Professional Edition, Visual Studio Code, Sublime Text Cloud integration: Google Colab, Amazon SageMaker Studio, Azure Notebooks selection Criteria: Features, User-friendliness, Price, Community Support
Python Programming Software Recommendation
For beginners or For experienced developers, choosing the right Python programming software is crucial. Some of the most popular and powerful options are listed below:
Beginner Friendly
- Spyder: Specifically designed for data An integrated development environment (IDE) designed for science and machine learning, with a simple user interface and rich functions.
- Jupyter Notebook: A web-based platform that allows interactive code execution and results visualization, ideal for exploratory data analysis and machine learning modeling.
- PyCharm Community Edition: A free and powerful IDE developed by JetBrains with code completion, error checking and debugging.
Professional level
- PyCharm Professional Edition: A premium version of PyCharm for professional developers, providing more advanced Features such as remote development, database tools, and code refactoring.
- Visual Studio Code: A multi-functional editor developed by Microsoft with extensive Python extension and debugging capabilities.
- Sublime Text: A powerful editor with a highly customizable interface and efficient keyboard shortcuts.
Cloud integration
- Google Colab: A free cloud-based Jupyter notebook environment that provides GPU access and integration with Google Drive seamless integration.
- Amazon SageMaker Studio: A cloud-based integrated development environment provided by Amazon Web Services, focusing on machine learning and deep learning.
- Azure Notebooks: The cloud-based Jupyter notebook service provided by Microsoft Azure allows remote code execution and collaboration.
Selection Criteria
When selecting Python programming software, consider the following criteria:
- Features: Evaluate the functionality provided by the software to ensure it meets your specific needs.
- User-Friendliness: Consider the software’s user interface and learning curve and choose an option that matches your skill level.
- Price: Determine the pricing model for your software and consider its impact on your budget.
- Community Support: Check the software's online communities and forums to gauge their level of activity and available support.
The above is the detailed content of Which python programming software is better to use?. For more information, please follow other related articles on the PHP Chinese website!
Hot AI Tools
Undresser.AI Undress
AI-powered app for creating realistic nude photos
AI Clothes Remover
Online AI tool for removing clothes from photos.
Undress AI Tool
Undress images for free
Clothoff.io
AI clothes remover
Video Face Swap
Swap faces in any video effortlessly with our completely free AI face swap tool!
Hot Article
Hot Tools
Notepad++7.3.1
Easy-to-use and free code editor
SublimeText3 Chinese version
Chinese version, very easy to use
Zend Studio 13.0.1
Powerful PHP integrated development environment
Dreamweaver CS6
Visual web development tools
SublimeText3 Mac version
God-level code editing software (SublimeText3)
Hot Topics
1666
14
1426
52
1328
25
1273
29
1254
24
PHP and Python: Different Paradigms Explained
Apr 18, 2025 am 12:26 AM
PHP is mainly procedural programming, but also supports object-oriented programming (OOP); Python supports a variety of paradigms, including OOP, functional and procedural programming. PHP is suitable for web development, and Python is suitable for a variety of applications such as data analysis and machine learning.
Choosing Between PHP and Python: A Guide
Apr 18, 2025 am 12:24 AM
PHP is suitable for web development and rapid prototyping, and Python is suitable for data science and machine learning. 1.PHP is used for dynamic web development, with simple syntax and suitable for rapid development. 2. Python has concise syntax, is suitable for multiple fields, and has a strong library ecosystem.
How to run sublime code python
Apr 16, 2025 am 08:48 AM
To run Python code in Sublime Text, you need to install the Python plug-in first, then create a .py file and write the code, and finally press Ctrl B to run the code, and the output will be displayed in the console.
PHP and Python: A Deep Dive into Their History
Apr 18, 2025 am 12:25 AM
PHP originated in 1994 and was developed by RasmusLerdorf. It was originally used to track website visitors and gradually evolved into a server-side scripting language and was widely used in web development. Python was developed by Guidovan Rossum in the late 1980s and was first released in 1991. It emphasizes code readability and simplicity, and is suitable for scientific computing, data analysis and other fields.
Golang vs. Python: Performance and Scalability
Apr 19, 2025 am 12:18 AM
Golang is better than Python in terms of performance and scalability. 1) Golang's compilation-type characteristics and efficient concurrency model make it perform well in high concurrency scenarios. 2) Python, as an interpreted language, executes slowly, but can optimize performance through tools such as Cython.
How to automatically type notepad
Apr 16, 2025 pm 08:06 PM
Notepad itself does not have automatic layout function. We can use a third-party text editor, such as Sublime Text, to perform the following steps to achieve automatic typography: 1. Install and open the text editor. 2. Open the file that needs to be automatically typed. 3. Find and select the automatic layout function. 4. The editor will automatically type the text. 5. You can customize the layout rules as needed. Automatic typography can save time and ensure text consistency and professionalism.
How to run python with notepad
Apr 16, 2025 pm 07:33 PM
Running Python code in Notepad requires the Python executable and NppExec plug-in to be installed. After installing Python and adding PATH to it, configure the command "python" and the parameter "{CURRENT_DIRECTORY}{FILE_NAME}" in the NppExec plug-in to run Python code in Notepad through the shortcut key "F6".
How to run sublime after writing the code
Apr 16, 2025 am 08:51 AM
There are six ways to run code in Sublime: through hotkeys, menus, build systems, command lines, set default build systems, and custom build commands, and run individual files/projects by right-clicking on projects/files. The build system availability depends on the installation of Sublime Text.
