Develop in a notebook

One of the main design goals for Panel was to make it seamless to work across development environments. This section will provide simple how-to guides on how to develop with Panel in an notebook environment.

Display output in notebooks

How to display output in Jupyter and non-Jupyter based notebook environments.

Preview apps in JupyterLab

How to use the Preview functionality in JupyterLab to rapidly develop applications.

Publish a Notebook as a Dashboard using the Layout Builder

How to use the layout builder in JupyterLab to build a dashboard using a drag-and-drop interface.

Develop in other notebook environments

How to develop apps in Google Colab, VSCode notebook, nteract, and other notebook environments.