Benchpots

Latest version: v0.4

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0.2

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

0.1.1

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

0.1

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

0.0.1

We release this very initial version with the preprocessing pipeline for PhysioNet-2012 dataset.

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