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ENH allow up to 65536 bins in HGBT#28603

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Commits on Apr 3, 2024

• ENH add Histograms extension type

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• TST adapt HGBT tests to Histograms extension type

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• ENH use pointer to avoid virtual function call in inner loop

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• ENH adapt HGBT to new histograms everywhere

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• ENH add Bitsets extension type

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• ENH add BinnedData extension type for mixed uint8 uint16 data

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• DOC add whatsnew

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