Sentence examples for implementing kernel from inspiring English sources

Non-default kernels for GP were introduced in the caret framework by in-house R scripts and by the definition of custom models (custom option in the caret package) implementing kernel functions from either the kernlab[57] package or in-house kernel functions.

Many Linux developers are taking the time to implement kernel structures and interfaces correctly.

Thus, it could be possible to ignore an implemented kernel if it turns out not to be useful and/or corresponds to a false knowledge.

Execution time is improved by a further 20% by implementing the kernel in C++ and cross-compiling using the Android NDK.

The EAs and MAEAs are accelerated by implementing the kernel principal component analysis (KPCA) during: (a) the application of the evolution operators, by processing the population members in a new/feature, rather than the standard design, space and/or (b) the metamodel training, to reduce the number of input units and, thus, get more accurate predictions.

The future cost-to-go approximation defined as ({tilde{V}}_t(x_t)) in (19) was implemented through Kernel Regression applied with a Gaussian Kernel [50].

We implement the kernel based on Xilinx Virtex-V1000FG680 and use the test problem to verify the effectiveness of our design.

In other work, Chen et al. [101] implemented a kernel density estimator on features extracted from segmented RR intervals to perform classification of OSA.

The kernel models, so far introduced, focus on encoding smoothness and BIBO-stability of the expected impulse response while other properties, like oscillatory behavior or the presence of fast and slow poles, have not been successfully implemented in kernel design.

Once done, we point out the design of a RTLinux-TPUART device driver implemented as kernel module and finally compare it to an existing solution for standard Linux by analyzing benchmark tests.

The matching estimator was implemented using kernel matching.