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While RNNs can capture only local word dependencies, recently proposed vector-based operations for attention and alignment over word vector sequences allow neural networks to model global intra-word dependencies, including context  Microsimulation Population Projections with SAS: A Reference Guide English | 2021 | ISBN: 3030791106 | 116 Pages | PDF EPUB | 35 MB This open access book provides a step-by-step overview on how to build a microsimulation model with SAS. It shows how to convert an already existing multistate projection by age, sex, education and region into a microsimulation model. Two new dimensions are then added, either the labor force participation and the sector of activity, and/or some examples of outputs and alternative scenarios that would not be possible with standard demographic methods. The book also describes how to adapt the model for other countries or other purposes. 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Extending beyond anintroductory review of the subject, it encompasses key analytical and numericaltools, as well as useful physical models in applications. The book is augmentedwith numerous codes in addition to problems and exercises.  Mastering TypeScript: Build enterprise-ready, modular web applications using TypeScript 4 and modern frameworks, 4th Edition by Nathan Rozentals  Make the Most of Your Time in Britain (Rough Guide Inspirational), 2nd Edition by Rough Guides English | November 3, 2020 | ISBN: 1789196159 | PDF | 376 pages | 88 MB Make the Most of Your Time in Britain is a celebration of the most extraordinary places you can visit in Great Britain.  Learn Game Programming with Ruby: Bring Your Ideas to Life with Gosu English | ISBN: 9781680500738 | 208 pages | 2017 | True EPUB | 9.53 MB Level up your programming skills while making fast-paced, arcade-style video games. Make enemy spaceships explode in balls of fire, and escape from a pit while dodging falling boulders.  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