- Restore M4 daily train data with git lfs (110)
- Bump polars to v0.19.12 (109)
- TS feature extraction benchmarks (60)
- Streak lengths (100)
- add namespace + missing function in the namespace (95)
- fractional differencing function and test (104)
- More tse optimisations (103)
- decorator logging infra (102)
- plot\_\* accept LazyFrames too (101)
- Update gitignore, pyproject.toml and pre-commit config (96)
- Feat linear trend test (93)
- Add simple tsfresh unit tests (92)
- Unit tests (90)
- fix wrong `roll` import (86)
- add `__version__` to `__init__.py` (87)
- Fix typos + add new functions into polars namespace + unit tests (77)
- fix variable name (68)
- mention large panel datasets in headline (76)
- Additional Features, Fixed Energy Ratios (71)
- tsfresh abs features and change quantiles (66)
- fixed autocorr + Lempel Ziv Complexity + Some failing tests (67)
- Approx. entropy in eager mode (61)
- fix+perf: Benford correlation and entropy features (58)
- clean functions in tsfresh (57)
- Uniformize docstrings (56)
- typos and removed unused duplication of function number\_peaks (55)
- speed up energy\_ratio (50)
- tsfresh first stage perf and bugs (49)
- Add count number of cwt peaks feature (44)
- Bump polars to 0.19.1. (28)
✨ Enhancements
- Rustify lempel\_ziv\_complexity (107)
- add `plotting.plot_entities` (98)
- perf+test: More tsfresh updates (91)
- TS Namespace + Small bug fixes + Reorg (64)
- Implement partial\_autocorrelation (63)
- Support pl.Expr and pl.Series tsfresh mathieu (37)
- tsfresh staging (32)
- Add Yeo-Johnson transformer (29)
🛠️ Other improvements
- Update pre-commit hooks: formatting with ruff, format pyproject.toml (108)
- Add fractional diff to preprocessing tutorial (106)
- Decrease core build size (82)
Thank you to all our contributors for making this release possible!
MathieuCayssol, TomBurdge, abstractqqq, baggiponte, claysmyth, daryllimyt, metaboulie, ngriffiths13, topher-lo and vienneraphael