Machine Learning using oneAPI

Machine Learning models should be optimized for accelerated performance. oneAPI is a tool from Intel which does the same. It is an open, cross-industry, standards-based, unified, multiarchitecture, multi-vendor programming model that delivers a common developer experience across accelerator architectures.

The AI acceleration is delivered by the combination of hardware and software.

oneAPI consists of Intel optimization for Scikit-Learn if you are dealing with traditional Machine Learning algorithms such as Linear Regression, Logistic Regression, Decision Trees etc

For deep learning algorithms, we have Intel Optimization for PyTorch and Intel Optimization for Tensorflow in order to take full advantage of Intel® architecture and to extract maximum performance

The TensorFlow framework has been optimized using oneAPI Deep Neural Network Library (oneDNN) primitives

You can gain direct access to analytics and AI optimizations from Intel to ensure that your software works together seamlessly using Intel(R) oneAPI AI Analytics Toolkit for accessing the above mentioned libraries.

Link : https://www.intel.com/content/www/us/en/developer/tools/oneapi/ai-analytics-toolkit-download.html