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%\VignetteIndexEntry{Getting started with qrensemble}
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%\VignetteEngine{knitr::rmarkdown}
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%\VignetteEncoding{UTF-8}
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The `qra` package can be used to train ensemble models from forecasts given in quantile format. It uses the [quantgen](ryantibs) package for the underlying optimisation.
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The `qrensemble` package can be used to train ensemble models from forecasts given in quantile format. It uses the [quantgen](ryantibs) package for the underlying optimisation.
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It works with data frames of forecasts and data, similar to the ones used in the [scoringutils](https://epiforecasts.io/scoringutils) package. The outputs it produces are in the same format.
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