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Comparison of linear algebra libraries

Known as: Linear algebra libraries, Linear algebra library 
The following tables provide a comparison of linear algebra software libraries, either specialized or general purpose libraries with significant… 
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.NET FrameworkALGLIBATLASApplication programming interface

Papers overview

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2016
2016
Task-Based Cholesky Decomposition on Knights Corner Using OpenMP
The growing popularity of the Intel Xeon Phi coprocessors and the continued development of this new many-core architecture have… 
2013
2013
Anatomy of Parallel Computation with Tensors FLAME Working Note # 72 Ph
Recent data models have become more complex leading to the need for multi-dimensional representations to express data in a more… 
2013
2013
0 BLIS : A Framework for Rapid Instantiation of BLAS Functionality
The BLAS Libray Instantiation Software (BLIS) is a new framework for the rapid instantiation of Basic Linear Algebra Subprograms… 
2013
2013
A Discussion of Selected Vienna-Libraries for Computational Science
We address the low popularity of C++ in computational science by introducing a set of orthogonal libraries: The CUDA-, OpenCL… 
2012
2012
Anomaly detection based on a parallel kernel RX algorithm for multicore platforms
Anomaly detection is an important task for hyperspectral data exploitation. A standard approach for anomaly detection in the… 
2010
2010
Dense Linear Algebra for Hybrid GPU-Based Systems
3. 
Review
2008
Review
2008
Making Programming Synonymous with Programming for Linear Algebra Libraries FLAME Working Note # 31
We have invested heavily in hardware development but software tools and methods to use the hardware continue to fall behind. The… 
2003
2003
OpenMP issues arising in the development of parallel BLAS and LAPACK libraries
Dense linear algebra libraries need to cope efficiently with a range of input problem sizes and shapes. Inherently this means… 
1997
1997
Techniques for the Interactive Development of Numerical Linear Algebra Libraries for Scientific Computation
The development of high-performance numerical algorithms and their effective use in application codes is an iterative process… 
1982
1982
Parallel Processing Algorithms And Architectures For Real-Time Signal Processing
This paper discusses parallel computation algorithms and architectures for real-time signal processing, with emphasis on progress… 
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