[ENH] speculative design for raw data container DataSet
v2
#1757
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This PR contains a speculative design for a data container
TimeSeries
.This follows the idea to split the current
TimeSeriesDataSet
in two parts:The idea of a split was discussed in #1736, but also already occurs in the comments of @jdb78 in the current
TimeSeriesDataSet
.Iteration on #1755 upon feedback of @thawn that the output should be simpler, as few tensors as possible.
This design returns a near-minimal set, making the choice to:
This is near-minimal, as at least two tensors are needed, and this results in three. Two tensors are needed since the data is the union of two rectangular array, but not itself a rectangular array (because some features are not seen in the future). The "future features" are optimal though.