Upgrade class fidelity to high-fidelity MATLAB parity#31

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iahncajigas merged 5 commits intomainfrom

codex/class-fidelity-phase2

Mar 7, 2026

Commits on Mar 7, 2026

Upgrade MATLAB-style trial and workflow fidelity

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Audit class fidelity and sync notebook parity notes

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Upgrade MATLAB-style decoding workflows

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Promote signal and spike primitives to high fidelity

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Avoid unused data download in hybrid filter notebook

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