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Support dynamic / pooling explicit FlexMF #1208

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@mdekstrand

#934 is only for implicit-feedback FlexMF.

After we are happy with the implicit-feedback solutions, we should look at whether and how to add pooling to explicit FlexMF.

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    componentsLensKit recommendation componentsflexmfIssues and changes for the FlexMF recommendation component.

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