tools that I've developed over time that form a part of my daily workflow. Thought good to share. Note that I do not test my code, I do not verify the results. So please treat with caution. Feel free to drop issues and suggest changes. No guarantee that I'll make the changes though.
To get the latest version:
pip install git+https://github.com/lukegre/all_my_code/Just a few examples of functions that might be useful. This is not a complete list. The functions themselves are quite well documented.
WARNING: these examples are out of date
import all_my_code as amc # will import xarray methods/accessors too
from cartopy import crs, feature
from matplotlib import pyplot as plt
xda = xr.open_dataarray('path_to_demo_data.nc')
# Time series stats #############
xda.time_series.climatology(tile=True)
xda.time_series.detrend(dim='time', deg=2)
xda.time_series.deseasonalise()
# PLOTTING ############
# maps with xarray
img = xda.isel(time=0).map()
img.colorbar.set_label('some label')