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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