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News & Blogs

What's New in Intel® DAAL 2017 Update 2

Intel® DAAL 2017 Update 2 was just released. Here are What's New in this release:Lots of improvements for the neural networks API:Added the transposed convolution layerAdded the reshape layerExtended interface of loss softmax cross-entropy layer to support input tensors of arbitrary dimensionsAdded sigmoid cross-entropy criterionAdded truncated Gaussian initializer for tensorsExtended support for...

What's New in Intel® DAAL 2017 Update 1

What's New in Intel® DAAL 2017 Update 1 Added K-Nearest Neighbors (KNN) algorithm  for batch computing mode Added distributed processing mode for neural network training to support distributed parallel data processing Introduced diagonal variance-covariance matrices in EM GMM and controls to treat degenerated covariance matrices Introduced k-means++ and k-means|| initialization...

Announcing Intel DAAL 2017 release

Check out the new and the latest Intel® Data Analytics Acceleration Library (Intel® DAAL) 2017 release! Github repo: https://github.com/01org/daal What's new in Intel DAAL: Introducing Python programming language API Introducing Neural Networks functionality Uniform and Xavier initialization methods Layers Two-dimensional convolutional One-, two-,...

Intel® DAAL and Intel® MKL – Complementary High Performance Machine Learning & Analytics Libraries

Intel® DAAL and Intel® MKL – Complementary High Performance Machine Learning & Analytics Libraries By Andrey Nikolaev, Intel DAAL Lead Architect   Intel® Data Analytics Acceleration Library (Intel® DAAL) is a new developer tool for machine learning and big data analytics. Despite being new, the library has already attracted attention. See, for instance, the...