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Related Packages
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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 `_