"Parallel coordinate charts are just so dang useful"
This project is incredibly early right now, but the goal is to allow for an interactive widget like below:
The selections that you make can be sent back to Python, allowing you to make complex selections for bulk labelling on your embeddings. To give this a proper spin yourself you should be able to use the WASM environment on Github Pages.