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Superseded by the consolidated seqtree 1.1.0 release PR #13; its implementation and validation are retained there. |
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Sparse component-ball audits can materialize millions of hits before adding group costs. Add a batched streaming reduction returning component counts, full-score counts and bounded nearest full scores without hit objects or dense matrices; preserve geometry, duplicate multiplicity, exact exclusion and threading.
Validation: 588 Python checks, C++ suite and warning-free Sphinx pass; dense oracle covers groups, positional weights, case-normalized exact exclusion and multiple threads. No statistical model or release change.