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Support for time series forecasting #427

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corridordigital opened this issue Apr 27, 2023 · 1 comment
Open

Support for time series forecasting #427

corridordigital opened this issue Apr 27, 2023 · 1 comment

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@corridordigital
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Problem: time series forecasting quality depends a lot on the ML method, and it's often hard to decide or very time-consuming

Solution: a feature, in addition to regression & classification, that makes it easy to compare the most common time series forecasting models (Prophet, AutoARIMA, NeuralProphet, etc.)

Alternatives: there is no alternative currently available. GluonTS and sktime provide a more or less unified API for time series forecasting models

@BradKML
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BradKML commented Oct 17, 2024

Thought of something similar but AutoTS already exists, what seems to make this necessary?

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