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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
Nucs wants to merge 472 commits into
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test(cumsum): extensive NumPy 2.4.2 parity coverage + fix 4 edge-case…

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