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rileyjmurray authored Jun 24, 2024
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### RandBLAS : A header-only C++ library for sketching in randomized linear algebra

RandBLAS supports high-level randomized linear algebra algorithms (like randomized low-rank SVD) that might be implemented in other libraries.
RandBLAS facilitates implementation of high-level randomized linear algebra algorithms, like randomized low-rank SVD.
It does this by providing basic functionality for sketching with a BLAS-like interface.

Our goal is for RandBLAS to become a standard like the BLAS, in that hardware vendors might
release their own optimized implementations of algorithms which confirm to the RandBLAS API.
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