We’re big fans of open-source software at
climpred and want to support and
collaborate with any other forecasting-related packages.
Below is a list of packages that have some place in the Earth System forecasting
world. Please reach out to us if you are aware of any open-source packages in this
domain that are not on the list.
Microsoft forecasting: A collection of best practices for time series forecasting.
MurCSS: A tool for standardized evaluation of decadal hindcast systems. See also this and this page for additional resources on scoring from MurCSS.
properscoring: Probabilistic forecast metrics in python. (We’ve since wrapped these functions in xskillscore.)
pySTEPS: Framework for short-term ensemble forecasting of precipitation.
S2D Verification: An R package for a common set of tools for forecast verification.
SwirlsPy: Analysis and prediction of nowcasts for precipitation and weather phenomena.
xskillscore: Metrics for verifying forecasts (a key dependency to
doppyo with many metrics transferred to xskillscore