Download Latest Version v1.4.0 source code.tar.gz (6.6 MB)
Email in envelope

Get an email when there's a new version of PyTorch Forecasting

Home / v1.1.0
Name Modified Size InfoDownloads / Week
Parent folder
README.md 2024-09-08 3.3 kB
0
v1.1.0 source code.tar.gz 2024-09-08 6.8 MB
0
v1.1.0 source code.zip 2024-09-08 6.8 MB
0
Totals: 3 Items   13.6 MB 0

What's Changed

Maintenance update widening compatibility ranges and consolidating dependencies:

  • support for python 3.11 and 3.12, added CI testing
  • support for MacOS, added CI testing
  • core dependencies have been minimized to numpy, torch, lightning, scipy, pandas, and scikit-learn.
  • soft dependencies are available in soft dependency sets: all_extras for all soft dependencies, and tuning for optuna based optimization.

Dependency changes

  • the following are no longer core dependencies and have been changed to optional dependencies : optuna, statsmodels, pytorch-optimize, matplotlib. Environments relying on functionality requiring these dependencies need to be updated to instlal these explicitly.
  • optuna bounds have been updated to optuna >=3.1.0,<4.0.0
  • optuna-integrate is now an additional soft dependency, in case of optuna >=3.3.0

Deprecations and removals

  • from 1.2.0, the default optimizer will be changed from "ranger" to "adam" to avoid non-torch dependencies in defaults. pytorch-optimize optimizers can still be used. Users should set the optimizer explicitly to continue using "ranger".
  • from 1.1.0, the loggers do not log figures if soft dependency matplotlib is not present, but will raise no exceptions in this case. To log figures, ensure tha matplotlib is installed.

All Contributors

@andre-marcos-perez, @avirsaha, @bendavidsteel, @bohdan-safoniuk, @Borda, @CahidArda, @fkiraly, @fnhirwa, @germanKoch, @jacktang, @jdb78, @jurgispods, @maartensukel, @MBelniak, @orangehe, @pavelzw, @sfalkena, @tmct, @XinyuWuu, @yarnabrina,

New Contributors

Full Changelog: https://github.com/jdb78/pytorch-forecasting/compare/v1.0.0...v1.1.0

Source: README.md, updated 2024-09-08