Neural Prophet - 0.4.1


Relevant changes and new features (excluding documentation improvements and bugfixes):

  • 603 introduce __version__

  • 619 Allow missing values left unimputed - drop affected areas

  • 641 Global modeling: accept DataFrame with IDs (deprecating dict of df)

  • 658 introduce Future regressor positivity constraint

  • 664 increase torch minimum required to 1.8.0

  • 669 introduce uncertainty estimation via Quantile Regression

  • 671 introduce Plotly support

  • 673 add Network Visualization tutorial

  • 691 introduce save and load

  • 701 introduce get_latest_forecast

  • 714 support regularization for lagged regressors

  • 800 increase last trend segment stability, setting changepoints_range to 0.8

Additionally, many bugfixes and improvements to the codebase and documentation were also introduced.
For details, please view the merged Pull Requests.


Details

date
Oct. 14, 2022, 9:51 p.m.
name
Beta 0.4.1
type
Minor
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