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business-science / modeltime

Modeltime unlocks time series forecast models and machine learning in one framework
https://business-science.github.io/modeltime/
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Support for workflowsets #85

Closed mdancho84 closed 3 years ago

mdancho84 commented 3 years ago

Add support for workflowsets https://workflowsets.tidymodels.org/

AlbertoAlmuinha commented 3 years ago

I was planning on commenting to you about this package, glad to see it's already posted here! What are the plans for this? Seems like a really exciting package!

mdancho84 commented 3 years ago

I think we can just convert the workflowset to a modeltime table. Need to investigate though. Top priority is recursive ensemble for sure.

Once finished I'll take a look at workflowsets. Also, I'll be doing a Learning Lab on workflowsets. I'll know more then.

rafzamb commented 3 years ago

Hi @mdancho84 , that development was already developed recently in sknifedatar. The individual focus of a workflowset on an individual series is ending. A workflowset approach to multiple series (workflowsets + modeltime_multifit) will be ready in a couple of days.

Some use cases will be published in the next few weeks and will also be sent to CRAN.

If you want to review it and give me any suggestions, I would be grateful.

https://github.com/rafzamb/sknifedatar

mdancho84 commented 3 years ago

This is good. I saw the article here. https://rafael-zambrano-blog-ds.netlify.app/posts/workflowsets_timeseries/

mdancho84 commented 3 years ago

Done. https://business-science.github.io/modeltime/reference/modeltime_fit_workflowset.html