Sentence examples for a specialized implementation from inspiring English sources

We evaluate linear support vector machines (SVM) as implemented in the LibSVM library, as well as LibLINEAR, a specialized implementation for processing large data sets, and naive Bayes classifiers.

It's essentially a specialized implementation of the Box.net widget, which provides the storage for all the files.

Although the Karp Sipser heuristic is hard to parallelize for general graphs, we exploit the structure of the selected subgraphs to propose a specialized implementation which demonstrates very good scalability.

This represents the first clustering approach to be tailored specifically to the aCGH data and is a specialized implementation of hierarchical agglomerative clustering.

This approach has revealed so successful that NVIDIA, manufacturer of fancier hardware architectures such as GPUs, also offers their customers its own specialized implementation, CUBLAS.

This kind of scatter-gather solution can also benefit from specialized implementation strategies based on MPI-like and OpenMP parallelization to provide good performance.

LAPACK provides specialized implementations that can leverage special matrix properties like symmetry, band structure, positive definiteness, etc., when solving linear systems or linear least squares problems as well as calculating the eigenvalues/singular values of a matrix.

Their open API also allows for more specialized implementations.

To achieve maximal computational performance, pointer arithmetic and highly-optimized low-level machine code implementations are provided, including the specialized implementations for horizontal mirror, vertical mirror, and 90° rotation.

We present specialized implementations of the preconditioned iterative linear system solver in ILUPACK for Non-Uniform Memory Access (NUMA) platforms and many-core hardware co-processors based on the Intel Xeon Phi and graphics accelerators.

In contrast, native arrays and ImageJ images require specialized implementations for each supported dimensionality and value type.