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If we do something like this, maybe we should introduce an argument like method allowing to specify how to take the samples: "stratified" (the default?) for stratified by model, "random" for random across models, possibly with other methods to be added in the future.
Originally by @elray1 in 27: "handle sample types in
linear_pool
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