Reduce join backend allocations and add reconstruct_tucker! - #19
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Split sum-backend construction by type, reconstruct Tucker components in-place, document the join residual model, and test reconstruct_tucker!.
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Refactor join sum-backend construction. Add reconstruct_tucker! for in-place Tucker reconstruction. Reconstruct join components via preallocated buffers. Refactor 'if isa statements' to julia dispatch structure.