Convst

What's Changed
This version will result in a loss of time performance for RDST Ensemble, but removes the problem of numba cache explosion that was happening. Joblib backend now uses threads rather than processes for Ensemble by default, which was causing the re-compilation of some functions.

Some class color for interpreter plot were also not in line with the boxplot graphs.

* Adding recent CSV results by baraline in https://github.com/baraline/convst/pull/35
* Tentative fix for numba cache + interpreter class colors by baraline in https://github.com/baraline/convst/pull/36


**Full Changelog**: https://github.com/baraline/convst/compare/v0.2.4...v0.2.5

What's Changed
* Debug length change if l>m by baraline in https://github.com/baraline/convst/pull/26
* Add CodeQL workflow for GitHub code scanning by lgtm-com in https://github.com/baraline/convst/pull/27
* Add plot utils, modify base dilation generation scheme by baraline in https://github.com/baraline/convst/pull/29
* Remove prime dilation as default to avoid test fail due to loss of accuracy by baraline in https://github.com/baraline/convst/pull/30
* Updating version and removing test and docs dependencies by baraline in https://github.com/baraline/convst/pull/31
* Reverting docs dependencies by baraline in https://github.com/baraline/convst/pull/32

New Contributors
* lgtm-com made their first contribution in https://github.com/baraline/convst/pull/27

**Full Changelog**: https://github.com/baraline/convst/compare/v0.2.3...v0.2.4

What's Changed
* Fixing RDST Ensemble n_jobs, adding length bounds and dilation scheme parameter by baraline in https://github.com/baraline/convst/pull/23
* Correction n_jobs setting, ambiguous names and prime generation by baraline in https://github.com/baraline/convst/pull/25

**Full Changelog**: https://github.com/baraline/convst/compare/v0.2.2...v0.2.3

What's Changed
* 21 bug alpha similarity with multiple input lengths by baraline in https://github.com/baraline/convst/pull/22


**Full Changelog**: https://github.com/baraline/convst/compare/v0.2.1...v0.2.2

- New RDST API for all type of time series data, new parameters for shapelet sampling (subsampling, alpha similarity).
- New RDST Ensemble classifier
- New Interpreter classes for RDST classifiers (WIP)
- Bug fixes from v0.1.5.2
- Some optimizations for shapelet generation and transform
- Update of the paper scripts to the new API

What's Changed
* v0.2.0 by baraline in https://github.com/baraline/convst/pull/18


**Full Changelog**: https://github.com/baraline/convst/compare/v0.1.5.2...v0.2.0