Release v0.8 🚀 New models · WenjieDu/PyPOTS

We bring you new models ModernTCN (ICLR 2024), TimeMixer (ICLR 2024), and TEFN in this release ;-)

Kudos to our new contributors Eljas (@eroell) and Tianxiang (@ztxtech)!

What's Changed

Update testing workflows and dependencies, and refactor by @WenjieDu in #482
Update docs by @WenjieDu in #483
Initialize the client of Gungnir and update docs by @WenjieDu in #484
Update docs by @WenjieDu in #487
Update docs by @WenjieDu in #489
Refactor Gungnir logging and update docs by @WenjieDu in #490
Allow failure when PR gets merged before jobs get finished by @WenjieDu in #492
Update docs by @WenjieDu in #493
Update tsdb.load_dataset to tsdb.load in doc of load_specific_dataset by @eroell in #494
Doc update Quickstart Example by @eroell in #497
Update docs by @WenjieDu in #498
Implement TimeMixer as an imputation model by @WenjieDu in #499
Update the docs for TimeMixer by @WenjieDu in #500
Add TimeMixer by @WenjieDu in #501
Implement ModernTCN as an imputation model by @WenjieDu in #502
Add ModernTCN docs by @WenjieDu in #503
Add ModernTCN by @WenjieDu in #504
Add TEFN model by @ztxtech in #505
Add TEFN and implement it as an imputation model by @WenjieDu in #507
Apply line-length=120 to black format by @WenjieDu in #509
Import random walk funcs from BenchPOTS and add AI4TS as a dependency by @WenjieDu in #510
Apply line-length=120 to refactor code, update dependencies and pre-commit config by @WenjieDu in #512

Full Changelog: v0.7.1...v0.8