Jove
Jove is an open-source platform for publishing interactive data science tutorials and lessons online. It allows users to create step-by-step tutorials with code, results, images, and rich media included.
education
programming
python
jupyter
tutorials
Jove: Open-Source Platform for Interactive Data Science Tutorials
Discover Jove, an open-source platform for publishing interactive data science tutorials and lessons online, featuring step-by-step guides with code, results, images, and rich media.
What is Jove?
Jove is an open-source web application designed for easily publishing rich interactive computational content online. It was created at Data Science Institute of University of Virginia for the data science community to disseminate knowledge. The Jove platform allows users to create tutorials and lessons that combine code, results, plots, figures, and narrative text into an interactive web page that supports execution of the code.
Some key features of Jove include:
- Supports popular data science programming languages like Python, R, and MATLAB code execution
- Integrates with common development environments like Jupyter and R Markdown
- Includes a user-friendly WYSIWYG editor for creating content with minimal HTML/CSS expertise
- Embeds d3 visualizations, Vega-Lite charts, SageMath, media like images, video, and more
- Provides options to add quizzes, multiple choice questions to tutorials
- Offers social features like comments and ability to clone/fork tutorials
- Has built-in data versioning for handling large datasets efficiently
- Designed as API-first architecture for maximum extensibility
With its interactive features for writing computational narratives and focus on educational applications, Jove serves as a fitting open source alternative to proprietary platforms like Wolfram Computable Documents or Matlab Publishing.
Jove Features
Features
- Interactive tutorials with code, results, images, videos
- Supports Python, R, MATLAB and other languages
- Integrated Markdown editor
- Version control and history
- Collaborative editing
- LaTeX support
- HTML/JavaScript widgets
- Private/public hosting options
Pricing
- Open Source
- Free limited hosting
- Paid tiers for more storage and features
Pros
Easy to create and publish interactive tutorials
Promotes reproducible research
Fosters collaboration
Customizable and extensible
Cons
Limited customization compared to building a site from scratch
Hosting and storage costs for large tutorials
Steeper learning curve than basic blogging platforms
Official Links
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