Apache Zeppelin, JupyterLab, and Polynote are all interactive notebooks that allow you to write and run code, visualize data, and collaborate with others. They are all open-source and free to use.
Here is a comparison of the three notebooks:
Apache Zeppelin is a web-based notebook that is designed for data scientists and engineers. It is known for its flexibility and extensibility. Zeppelin has a large number of plugins that can be used to add new features and functionality.
JupyterLab is a web-based notebook that is designed for data scientists, researchers, and educators. It is known for its ease of use and its rich feature set. JupyterLab is the successor to the popular Jupyter Notebook.
Polynote is a web-based notebook that is designed for data scientists and engineers. It is known for its speed and its ability to handle large datasets. Polynote is a newer notebook, but it is growing in popularity.
The best notebook for you will depend on your specific needs and requirements. If you are looking for a flexible and extensible notebook, Apache Zeppelin is a good choice. If you are looking for an easy-to-use notebook with a rich feature set, JupyterLab is a good choice. If you are looking for a fast notebook that can handle large datasets, Polynote is a good choice.
Here are some additional things to consider when choosing an interactive notebook:
- Your programming language: Make sure the notebook supports the programming languages you need to use.
- Your data visualization needs: Consider the types of visualizations you need to create and the features that are important to you.
- Your collaboration needs: If you need to collaborate with others, make sure the notebook supports collaboration.
- Your extensibility needs: If you need to add new features or functionality to the notebook, make sure it is extensible.
- The community support: Make sure the notebook has a large and active community that can provide support and resources.