Benchpots

Add the functions to generation and preprocess random walk datasets.

What's Changed
* Add random walk dataset and release v0.3 by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/19


**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.2.2...v0.3

Fixed the bug that cannot load UCR&UEA datasets with string labels.

What's Changed
* Encode string labels in UCR&UEA datasets into int type by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/17


**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.2.1...v0.2.2

What's Changed
* Add pyproject.toml, unit testing cases, workflows, issue and pr templates by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/13


**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.2...v0.2.1

With `Solar Alabama` added into BenchPOTS v0.2, we now support the preprocessing of 171 datasets.


What's Changed
* Remove functions from PyPOTS and localize them by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/7
* Update `preprocess_pems_traffic()` by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/8
* Update preprocess_pems_traffic() and add localized functions by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/9
* Add Solar Alabama processing pipeline and request tsdb>=0.5 by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/10


**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.1.1...v0.2

Update BenchPOTS dependencies.

What's Changed
* Update dependencies and release v0.1.1 by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/6


**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.1...v0.1.1

In benchpots v0.1, we enable this benchmarking suite to preprocess a total of 170 open-source public datasets, including
* 163 UCR&UEA datasets;
* 2 PhysioNet Challenge datasets (2012 and 2019);
* 2 air quality datasets (Beijing Multi-site Air Quality and Italy Air);
* 2 electricity datasets (Electricity Load Diagrams, and Electricity Transformer Temperature);
* PeMS traffic dataset;

What's Changed
* feat: add preprocess_physionet2019; by yyysjz1997 in https://github.com/WenjieDu/BenchPOTS/pull/1
* Add `feature` arg in preprocess_physionet2012 to enable feature selection by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/2
* Update physionet2019 pipeline by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/3
* Add seq missing and block missing patterns for dataset generation by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/4
* Update preprocessing funcs by WenjieDu in https://github.com/WenjieDu/BenchPOTS/pull/5

New Contributors
* yyysjz1997 made their first contribution in https://github.com/WenjieDu/BenchPOTS/pull/1
* WenjieDu made their first contribution in https://github.com/WenjieDu/BenchPOTS/pull/2

**Full Changelog**: https://github.com/WenjieDu/BenchPOTS/compare/v0.0.1...v0.1