In particular BeakerX has:
1) extensive classpath support so you can load standard tools from maven or your local IDE,
2) interactive plotting, tables, and forms,
3) one-click publication for sharing your work, and
(aka Pandas for the JVM) integrations.
We are very interested in your feedback and suggestions from the Groovy community on how to improve this software. Please let us know your ideas and report any bugs. Thank you for your attention.