AUtogRAPH is a unified library for creating static and interactive visualization in Python. T It offers a unique simplified interface for creating graphics. It currently manages two libraries in the background: Matplotlib and Plotly. New libraries will be added gradually.
$ pip install crillab-autograph
A sample notebook is available here.