xskillscore is an open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.
$ conda install -c conda-forge xskillscore
or
$ pip install xskillscore
or
$ pip install git+https://github.com/xarray-contrib/xskillscore
Documentation can be found on readthedocs.
- If you are interested in using xskillscore for data science where you data is mostly in
pandas.DataFrames's check out the xskillscore-tutorial - If you are interested in using xskillscore for climate prediction check out climpred.
xskillscore was orginally developed to parallelize forecast metrics of the multi-model-multi-ensemble forecasts associated with the SubX project.
We are indebted to the xarray community for their advice in getting this package started.