Engine-agnostic Rust SDK for portable, feedback-driven cardinality correction in embedded analytical engines: DataFusion, DuckDB, Polars, Postgres, Iceberg, Arrow, GPU, Python. One Corrector trait — GBT, TabPFN-2.5, LLM. LpJoinBound never-regress clamp. Apache-2.0.
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