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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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perf(reduction.axis): F-contiguous fast path (transposed view = .T)

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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

perf(reduction.axis): F-contiguous fast path (transposed view = .T)
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