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* Initial plan * Add comprehensive documentation for period parameter and automatic label lagging Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> * Address code review feedback on docstring clarity Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> * Clarify period vs prediction output length per @thinkall's feedback Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> * Refine terminology per code review feedback Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> * Run pre-commit formatting fixes Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> --------- Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com> Co-authored-by: thinkall <3197038+thinkall@users.noreply.github.com> Co-authored-by: Li Jiang <bnujli@gmail.com>