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Baseline model implementation and unit tests #25

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merged 5 commits into from
Dec 3, 2024

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joshhan619
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Ported PatchTST, DLinear, and Informer models from here. Added unit tests for each model.

Integration tests for baseline models and LTSM are still necessary. Ran PatchTST and DLinear to completion using test scripts.

Need to modify dataset and ModelManager classes to allow Informer to be run. Currently, it requires the time-series labels for encoder and decoder embedding, but our current implementation removes these labels.

@ynchuang ynchuang merged commit 94dbfc2 into daochenzha:ltsm-stack Dec 3, 2024
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