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Numerical linear algebra
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Numerical linear algebra
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Numerical linear algebra
Key concepts
Floating point
Numerical stability
Problems
System of linear equations
Matrix decompositions
Matrix multiplication
(
algorithms
)
Matrix splitting
Sparse problems
Hardware
CPU cache
TLB
Cache-oblivious algorithm
SIMD
Multiprocessing
Software
MATLAB
Basic Linear Algebra Subprograms (BLAS)
LAPACK
Specialized libraries
General purpose software
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