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[Major Rewrite] NumPy nditer port, NpyExpr DSL with 3-tier custom-op API, C/F/A/K memory layout support, stride-native matmul#611

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[Major Rewrite] NumPy nditer port, NpyExpr DSL with 3-tier custom-op API, C/F/A/K memory layout support, stride-native matmul#611
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feat(dot): np.multithreading toggle + parallel 1-D dot — ~2–3× more o…

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