Related Packages

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 climpred).

• doppyo with many metrics transferred to xskillscore