sktime/sktime: v1.1.0
Authors/Creators
- Franz Király1
- Markus Löning
- Tony Bagnall2
- Matthew Middlehurst3
- Anirban Ray
- Sajaysurya Ganesh4
- Martin Walter
- George Oastler
- Jason Lines
- ViktorKaz
- Benedikt Heidrich
- Jigyasu5
- Lukasz Mentel
- Armaghan Shakir6
- Sagar Mishra
- Faakhir Zahid
- chrisholder
- Daniel Bartling
- Leonidas Tsaprounis
- RNKuhns
- Ciaran Gilbert
- Mirae Baichoo
- Felix Hirwa Nshuti7
- Hazrul Akmal
- Xinyu Wu
- Pranav Prajapati
- alex-gregory-ds
- Guzal
- 1. @sktime, @gc-os-ai
- 2. University of Southampton
- 3. University of Bradford
- 4. University College London
- 5. National Institute of Technology Agartala
- 6. German Center for Open Source AI @gc-os-ai
- 7. Carnegie Mellon
Description
Maintenance release with planned changes and deprecations.
Users should note completed deprecations and consult notes below.
Please see our changelog for a description of all changes.
Deprecations and removals
Estimator Tags for multiple estimator types
The deprecated
ignores-exogeneous-Xtag for forecasters has been removed. It has been replaced bycapability:exogenous. The logic of the tag is flipped, i.e., ifcapability:exogenous=True, the estimator can handle exogenous variables.The deprecated
univariate-onlytag present in multiple estimator types has been removed. It has been renamed tocapability:multivariate, with boolean flip. Ifcapability:multivariate=True, the estimator can handle multivariate data.
Users and maintainers of third party estimators should update their code and estimators to use the new tags.
Forecasters
The deprecated
scitype:ytag present in forecasters has been removed. It is renamed tocapability:multivariate. Ifcapability:multivariate=True, the estimator can handle multivariate data, ifFalse, it cannot. Values of the old tag map as follows onto the new tag:"univariate"maps ontoFalse,"multivariate"and"both"map ontoTrue. Users and maintainers of third party estimators should update their code and estimators to use the new tag.The deprecated legacy API for global forecasting (
yinpredict) has been removed. Users should use the new global forecasting API throughpretrain. Thecapability:global_forecastingtag is deprecated and will be removed entirely in version 1.2.0; until then, access will raise a warning. Users should use thecapability:pretraintag instead.Tag queries will not be redirected due to simultaneous presence of both tags in versions prior.
Files
sktime/sktime-v1.1.0.zip
Files
(25.1 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:db0316e5eb3b078c47c62c4c055a169a
|
25.1 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/sktime/sktime/tree/v1.1.0 (URL)
Software
- Repository URL
- https://github.com/sktime/sktime