Make `TimeSeriesImputerTransform` vectorized
Mr-Geekman opened this issue · 0 comments
Mr-Geekman commented
🚀 Feature Request
In current version TimeSeriesImputerTransform is inherited from PerSegmentWrapper. It leads to for-loop in iteration by segments. We can possible implement it more efficiently.
Proposal
Implement TimeSeriesImputerTransform to work without PerSegmentWrapper. There was an unfinished prototype for this task: #760.
Test cases
- Fix tests to work with
TimeSeriesImputerTransform, not with it one-segment version. - Make sure current tests pass.
Additional context
Related to #1015.