/python-data-science-utils

Miscellaneous utilities for the python data and visualization universe

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Some utils to do data science in python. No warranties.

Modules:

  • holoviews

    Utils and own functions that do not warrant a PR for the main holoviews library, or where the PR is not merged yet but I'm already using it. You may want to check out my PyViz recipes too.

  • xarray

  • pandas

    Arithmetic with datetime columns, snap data ranges to specific dates, translate dataframe with lat/lon into geodataframe, ...

  • geometry

    Work with geographic data: nearest neighbour searches, ...

  • matplotlib

  • matlab

    Reading in .mat files I occasionally get from those collaborators who still use matlab

  • Standard Imports

    from utils.standard_imports import *. A bunch of earth/data science standard imports, suppressing possible ImportErrors. This is to avoid boilerplate code when quickly checking something in a new project and not meant to replace a serious preamble in the long run.