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Parallel Processing: Integrate Parallel Helpers Into Functions That Loop Or Groupby-Apply
Running list of functions that should be evaluated for parallel processing / progress bars for engine = 'pandas'
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Core
- [ ] summarize_by_time - Not sure if we need to parallelize agg() function
- [ ] apply_by_time
- [x] future_frame
- [x] pad_by_time - Implementing Cartesian Product (Vectorized Padding Technique)
Anomalies
- [x] anomalize
Feature Engineering
- [ ] augment_lags
- [ ] augment_leads
- [x] augment_rolling
- [x] augment_rolling_apply
- [x] augment_expanding
- [x] augment_expanding_apply
- [ ] augment_hilbert
- [ ] augment_wavelet
- [ ] augment_fourier
TS Summaries
- [x] ts_features
- [x] ts_summary