Open MartijnCa opened 1 year ago
@MartijnCa If you could update this description with the latest insights, that would be great!
@FrankKr @wfstoel, I updated the title and the description of the work item. Let me know if you have any remarks!
During the retrospective, we reflected on the project progress and we think on the short term we are best of focussing on https://github.com/alliander-opensource/AIFES/issues/55. Depending on the outcome of that issue we can re-evaluate whether or not the generalisation of the testbed is essential during the PoC phase of the project. For now, let's wrap up this explorative issue on the generalisation of the testbed and document/summarize the results and recommendations.
@wfstoel , quick question: have you finished wrapping this up and documented the preliminary findings? Let me know, so I can update the status of this issue accordingly and add a link to this issue which points to the resulting documentation.
As an AIFES researcher I want to be able to have a testbed setup which allows me to easily and quickly iterate over different forecasting pipelines, so I can compare many forecasting pipelines and discover which one performs best.
*We define the concept forecasting pipeline as: a combination of feature engineering steps and a(n) (ensemble of) predictive (timeseries) model(s)
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