Examples from the broader ecosystem¶

Purpose

This section provides a sampling of other projects in the Python ecosystem that have been useful to members of the geoscience community. This is just a sampling, and we refer readers who are interested in a more comprehensive overview to the resources developed by Project Pythia.

Here, we touch on

  • different data structures in the Python ecosystem including Numpy, Pandas, Xarray

  • visualization packages including Matplotlib, Plotly, Bokeh and others

  • large scale analytics and parallelization with Dask

  • accessing data with Intake

  • creating and sharing interactive dashboards with Voil√†, Panel, and Dash