Jupyterlab
JupyterLab is an open-source web-based interactive development environment for notebooks, code, and data. It is the next-generation user interface for Project Jupyter. JupyterLab enables you to work with documents and activities such as Jupyter notebooks, text editors, terminals,
jupyter
notebook
python
data-science
JupyterLab: Open-Source Interactive Development Environment
JupyterLab is an open-source web-based interactive development environment for notebooks, code, and data. It is the next-generation user interface for Project Jupyter. JupyterLab enables you to work with documents and activities such as Jupyter notebooks, text editors, terminals, and custom components in a flexible, integrated, and extensible manner.
What is Jupyterlab?
JupyterLab is an open-source web-based interactive development environment for notebooks, code, and data. It is the next-generation user interface for Project Jupyter.
JupyterLab enables you to work with documents and activities such as Jupyter notebooks, text editors, terminals, and custom components in a flexible, integrated, and extensible manner. Key features include:
- Flexible workspace that allows arranging multiple documents and activities side by side in the work area using tabs and splits.
- Customizable workspaces, including user-installed extensions that add functionalities to JupyterLab.
- Ability to visualize and analyze data in notebooks using languages like Python and R.
- Built-in terminal and access to the notebook kernel and file system.
- Version control integration that enables access to GitHub repositories to track changes.
- Extensible architecture to minimize complexity of JupyterLab itself while enabling many customizations via extensions.
- Modern web application design, including work with text editors, terminals, notebooks and other extensions in the same screen.
The JupyterLab environment improves upon the classic Jupyter Notebook in several ways to optimize workflows for scientific computing, data analysis and machine learning. The flexible interface aims to provide a consistent experience across various Jupyter projects.
Jupyterlab Features
Features
- Notebook editor
- Code console
- Text editor
- Terminal access
- Data viewer
- Notebook cell tagging
- Code auto-completion
- Visual debugger
- Version control integration
Pricing
- Open Source
- Free
Pros
Flexible and extensible interface
Support for multiple languages
Powerful interactive computing
Open source and free
Great for data analysis and visualization
Collaboration friendly
Cons
Steep learning curve
Can be resource intensive
Not as stable as standalone IDEs
Limited GUI customization
No native database connectivity
Official Links
The Best Jupyterlab Alternatives
Top Development and Notebook Environments and other similar apps like Jupyterlab
Here are some alternatives to Jupyterlab:
Suggest an alternative ❐
Databricks
Databricks is a cloud-based platform for running Apache Spark workloads. It was founded by the creators of Apache Spark and provides a managed Spark environment to analyze massive datasets. Key features of Databricks include:Fully managed Spark clusters - Databricks handles all the infrastructure and configuration so you can focus just...
Jupyter
Jupyter is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. It supports over 40 programming languages including Python, R, Julia and Scala.Some key features of Jupyter include:Notebook interface - Combine code, text, visualizations etc. in a single...
Org mode
Org mode is a popular open-source note-taking and organization tool extension for the Emacs text editor. It was created by Carsten Dominik in 2003. Org mode uses plain text files to organize notes, tasks, to-do lists, planning details, and more into hierarchies and outlines. Key features of Org mode include:Plain...
Apache Zeppelin
Apache Zeppelin is an open-source web-based notebook that enables interactive data analytics and collaborative documents. It allows you to:Make beautiful data-driven, interactive and collaborative documents with SQL, Scala and moreExplore, visualize, analyze and share your data and insights interactivelyBring your data to life with interactive paragraphs and dynamically updated results,...
Vertex AI
Vertex AI is Google Cloud's managed machine learning platform that allows users to easily build, deploy, and maintain ML models. It provides tools for the full machine learning lifecycle including:Datasets - Vertex AI helps manage, explore, and prepare datasets for model training.Training - Users can train ML models using Vertex...
Livebook
Livebook is an interactive notebook application for data analysis, machine learning, and visualization. It provides a browser-based workspace where you can combine code, visualizations, text, and multimedia into a single document.Some key features of Livebook:Supports Elixir, Python, JavaScript and other languagesConnects to databases like PostgreSQL, MySQL, and RedisIntegrates with common...
Colaboratory
Colaboratory, or Colab for short, is a free cloud-based Jupyter notebook environment provided by Google Research. Colab allows anyone to write and execute arbitrary Python code through the browser, and is especially well-suited to machine learning, data analysis and education.Some of the key features that make Colab useful are:No setup...
Tinkerwell
Tinkerwell is a free, open-source, 3D modeling software that aims to make 3D modeling more accessible and easy to learn for beginners, hobbyists, students, and educators. Designed with a simple and intuitive interface, it focuses on providing core functionalities needed for basic 3D modeling and 3D printing.Some of the key...
CoCalc
CoCalc is an online platform for collaborative computational environments and REPLs. It allows real-time collaboration on Python and R code, LaTeX documents, Jupyter notebooks, data exploration, terminal commands and more. Multiple users can simultaneously edit worksheets, documents and notebooks and see each other's changes in real-time.Some key features of CoCalc...
