BLAS (Basic Linear Algebra Subprograms) is a specification that prescribes a set of low-level routines for performing common linear algebra operations such as vector addition, scalar multiplication, dot products, linear combinations, and matrix multiplication. It is a de facto standard for linear algebra libraries; implementations of BLAS are used in libraries like LAPACK, which in turn are used by many scientific computing applications for numerical computations. BLAS provides building blocks allowing optimized implementations of these routines, which can be highly tuned for specific hardware, promoting efficiency and portability of higher-level algorithms.
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