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[ENH] Add Autoformer model #2004

@Satarupa22-SD

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@Satarupa22-SD

Referencing #1992
The goal of this task is to assess the viability of integrating Autoformer into the current V2 interface and, if feasible, proceed with implementing the integration within the system.

CC: @fkiraly

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