aeon
https://github.com/aeon-toolkit/aeon
Python
A toolkit for machine learning from time series
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- Issues
- [ENH] Add EvoForestTSWM collection transformer (frozen closed-form feature extractor)
- [ENH] adtw memory and speed improvements
- [ENH] Erp memory and speed improvements
- Proposal: add EvoForestTSWM — a frozen, interpretable closed-form feature transform (peer of MiniRocket/Catch22)
- [ENH] Implement forecasting ensembles
- [BUG] SFA.get_words() and SFAFast.get_words() crash for any normal sliding-window configuration
- [ENH] Guard ETS likelihood/AIC calculation against zero residual variance
- [DOC] Docstring typos and inaccuracies in transformations.collection.channel_selection
- [ENH] Make the soft-MSM "between" gate amplitude-invariant
- [ENH] Gradient-based soft barycentre averaging
- Docs
- Python not yet supported