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analyze: add MoE router gating/share diagnostic plots
New "model" family in the gallery: router_gating (mean soft gate weight
vs. pre-step energy, showing the router's soft decision boundaries) and
router_share_by_pdg/router_share_by_process (stacked top-1 dispatch share
by species / true physics process). Needs a live checkpoint's Router, so
it's a documented exception to the rest of the package's polars/numpy-only
contract; gracefully degrades to a placeholder for non-MoE checkpoints.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-24 13:32:25 +02:00
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