Improving the Performance of Support Vector Machine with Intel® Data Analytics Acceleration Library Introduction
Manage file sizes through logrotate
SaffronMemoryBase™ uses the logrotate utility to manage file sizes for the following logs:
Theano* is a Python* library developed at the LISA lab to define, optimize, and evaluate mathematical expressions, including the ones with multi-dimensional arrays. Theano can be installed and used with several combinations of development tools and libraries on a variety of platforms. This tutorial provides one such recipe describing steps to build and install Intel-optimized Theano with Intel®...
This article discusses an unsupervised machine-learning algorithm called K-means that can be used to solve the data problems.
Using Intel® Data Analytics Acceleration Library to Improve the Performance of Naïve Bayes Algorithm in Python*This article discusses machine learning and describes a machine learning method/algorithm called Naïve Bayes (NB) . It also describes how to use Intel® Data Analytics Acceleration Library (Intel® DAAL)  to improve the performance of an NB algorithm.
The following files and directories appear under the home directory where SaffronMemoryBase™ (SMB) is installed (admin node):
Develop with the Intel® Curie™ module, which leverages the Ardunio 101 platform. Get inspired with tutorials and other documentation.
OpenCL™ is the open standard and is an ideal programming language for heterogeneous computing implementation. This article is a step-by-step guide on the methodology of dispatching a workload to all OpenCL devices in the platform with the same kernel to jointly achieve a computing task.
The generation of Huffman codes is used in many applications, among them the DEFLATE compression algorithm. The classical way to compute these codes uses a heap data structure. This approach is fairly efficient, but traditional software implementations contain lots of branches that are data-dependent and thus hard for general-purpose CPU hardware to predict. On modern processors with deep...
For more complete information about compiler optimizations, see our Optimization Notice.