Jupyter and the future of IPython — IPython
IPython is a command shell for interactive computing in multiple programming languages, originally developed for the Python programming language, that offers enhanced introspection, rich media, additional shell syntax, tab completion, and rich history. IPython provides a rich toolkit to help you make the most out of using Python interactively.
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Website Key Features
Interactive Shell
An enhanced interactive Python shell with features like syntax highlighting, code completion, and access to system shell commands.
Notebook Interface
A web-based notebook environment for code, text, mathematical expressions, inline plots, and other rich media.
Rich Display System
Allows objects to declare how they should be displayed in various formats (text, HTML, PNG, etc.), making it easier to visualize data.
Interactive Data Visualization
Integration with libraries like Matplotlib for creating interactive plots and visualizations directly within the IPython environment.
Magic Commands
Special commands prefixed with % or %% to control the behavior of IPython itself or to perform common tasks more efficiently.
Parallel Computing
Support for parallel and distributed computing, allowing users to easily scale their computations across multiple cores or machines.
History and Logging
Keeps a history of commands and their outputs, which can be searched, replayed, and saved for later use.
Customizable
Highly customizable through configuration files and extensions, allowing users to tailor the environment to their needs.
Integration with Other Languages
Ability to execute code in other programming languages (e.g., R, Julia, Ruby) directly from the IPython shell.
Documentation and Help
Access to documentation and help directly within the shell, including docstrings, source code, and more.
Similar Sites and Competitors
Additional information
Project Jupyter
IPython is a key component of Project Jupyter, which aims to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages.
Community and Support
IPython has a large and active community of users and developers. It is supported by a variety of organizations and has extensive documentation and tutorials available online.
Educational Use
Widely used in educational settings for teaching programming, data science, and scientific computing due to its interactive nature and ease of use.
Open Source
IPython is open-source software, released under the BSD license, encouraging widespread use and contribution from the community.
Extensions
A wide range of extensions are available to add functionality to IPython, including support for new languages, additional magic commands, and integration with other tools and services.
HTTP headers
Security headers report is a very important part of user data protection. Learn more about http headers for ipython.org