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Lux: A Python API for Intelligent Visual Discovery

Doris Jung-Lin Lee

Audience level:

Brief Summary

Despite extensive charting support in the Jupyter ecosystem, few visualization libraries are designed to be conducive for ad-hoc data exploration. Lux is a lightweight API that automates aspects of data exploration, by recommending visualization in-situ user's Jupyter notebooks. The Lux Jupyter widget provides a seamless, flexible transition between code and interaction to advance exploration.


The objective of the poster is to introduce the Lux system and gather feedback from the Jupyter community. The talk is aimed at data science practitioners, although no prior background knowledge is required. The poster presentation will include video demos of key features.

The outline of the talk is as follows:

Source code