grabowski e3694d7591 docs: Rust rewrite assessment + forecast parity spike ...

spikes/rust-forecast ports build_features (P.1 path) and HistGradientBoosting
inference to Rust and checks them against the pandas/sklearn output on two
fixtures (2024 record flood, summer 2026): 244,800 feature cells and every
regression prediction bit-identical, classifier heads to the last ulp;
0.25 ms vs 158 ms per station. docs/RUST_REWRITE.md: what a rewrite would
mean (Rust service, Python training), costs, phased plan, Python alternative.

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..

export_fixture.py

docs: Rust rewrite assessment + forecast parity spike

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time_python.py

docs: Rust rewrite assessment + forecast parity spike

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