JupyterLab Description
Project Jupyter is dedicated to the creation of open-source tools, standards, and services that facilitate interactive computing in numerous programming languages. At the heart of this initiative is JupyterLab, a web-based interactive development environment designed for Jupyter notebooks, coding, and data manipulation. JupyterLab offers remarkable flexibility, allowing users to customize and organize the interface to cater to various workflows in fields such as data science, scientific research, and machine learning. Its extensibility and modular nature enable developers to create plugins that introduce new features and seamlessly integrate with existing components. The Jupyter Notebook serves as an open-source web application enabling users to produce and share documents that incorporate live code, mathematical equations, visualizations, and descriptive text. Common applications of Jupyter include data cleaning and transformation, numerical simulations, statistical analysis, data visualization, and machine learning, among others. Supporting over 40 programming languages—including popular ones like Python, R, Julia, and Scala—Jupyter continues to be a valuable resource for researchers and developers alike, fostering collaborative and innovative approaches to computing challenges.
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The next-gen version of Jupyter Notebook Edited: Aug 12 2022
Summary: Jupyter Lab is a welcome upgrade to the Jupyter Notebook interface, allowing for a better cloud-based IDE experience.
Positive: - much better interface than the original Jupyter, including a filesystem GUI
- multi-tab and window view in a single browser page
- simplified interface option
- updated document formatting settings
- multiple themes built in
- runs on the same hardware that Jupyter Notebook runs on
- supports over 100 programming languages
- freeNegative: - requires some technical knowledge to set up on a cloud environment, similar to Jupyter Notebook
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