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Titlebook: Machine Learning for Adaptive Many-Core Machines - A Practical Approach; Noel Lopes,Bernardete Ribeiro Book 2015 Springer International Pu

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楼主: 他剪短
发表于 2025-3-23 12:36:36 | 显示全部楼层
Noel Lopes,Bernardete Ribeiroity to the medium of writing. It was important to assess the extent to which vocabulary diversity as measured by D, and word rarity continued to be valid developmental measures in older children producing samples of writing. That is to say, do these measures continue to improve in line with increasi
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Noel Lopes,Bernardete Ribeiroity to the medium of writing. It was important to assess the extent to which vocabulary diversity as measured by D, and word rarity continued to be valid developmental measures in older children producing samples of writing. That is to say, do these measures continue to improve in line with increasi
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Noel Lopes,Bernardete Ribeiroieval speed of vocabulary.Creates a new method of analysis tThis book examines the simultaneous contribution of learner vocabulary size and speed to second language performance differences across learner levels and settings. Harrington considers vocabulary size and speed, as reflected in retrieval s
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and settings. Harrington considers vocabulary size and speed, as reflected in retrieval speed and consistency, as a three-dimensional measurement construct termed lexical facility. While size and retrieval speed are generally known, this is the first attempt to incorporate consistency, as measured
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Motivation and Preliminarieswork for inference in Big Data from real-time sources is presented as well as the reasons for developing high-throughput Machine Learning (ML) implementations. The chapter gives an overview of the research covered in the book spanning the topics of advanced ML methodologies, the GPU framework and a
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GPU Machine Learning Library (GPUMLib)m sensors or other physical instruments as well as simulations, crowd sourcing, social networks or other internet transactions. The focus was on the difficulties posed to ML algorithms to extract knowledge with prohibitive computational requirements. In this chapter we introduce the GPU, which repre
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Support Vector Machines (SVMs)fine and introduce the concepts of linear classifiers, and describe formally the SVMs as large margin classifiers. We focus on the convex optimization problem and in particular we deal with the Sequential Minimal Optimization (SMO) which is crucial to proceed to implement the algorithm. Finally we d
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