JupyterLab

JupyterLab is a web-based interactive development environment (IDE) designed for working with Jupyter notebooks, making it a favored choice among data scientists, researchers, and educators engaged in data analysis, visualization, and machine learning. While it is not a traditional IDE, JupyterLab provides a robust platform for scientific computing, featuring AI-powered tools such as code completion and linting, which enhance the user experience. It supports multiple programming languages, including Python, R, and Julia, and offers rich visualization capabilities that facilitate data-driven workflows. Additionally, JupyterLab includes collaborative features that allow users to work together effectively. However, it may not serve as a comprehensive IDE for general-purpose development, can be resource-intensive when handling large notebooks, and its interface may be complex for beginners.