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James Pustejovsky,Amber Stubbs: Natural Language Annotation for Machine Learning : A Guide to Corpus-Building for Applications

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Create your own natural language training corpus for machine learning. This example-driven book walks you through the annotation cycle, from selecting an annotation task and creating the annotation specification to designing the guidelines, creating a "gold standard" corpus, and then beginning the actual data creation with the annotation process. Systems exist for analyzing existing corpora, but making a new corpus can be extremely complex. To help you build a foundation for your own machine learning goals, this easy-to-use guide includes case studies that demonstrate four different annotation tasks in detail. You'll also learn how to use a lightweight software package for annotating texts and adjudicating the annotations. This book is a perfect companion to O'Reilly's Natural Language Processing with Python, which describes how to use existing corpora with the Natural Language Toolkit.

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Michael Maas: The Cambridge Companion to the Age of Attila

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This book examines the age of Attila, roughly the fifth century CE, an era in which western Eurasia experienced significant geopolitical and cultural changes. The Roman Empire collapsed in western Europe, replaced by new 'barbarian' kingdoms, but it continued in Christian Byzantine guise in the eastern Mediterranean. New states and peoples changed the face of northern Europe, while in Iran, the Sasanian Empire developed new theories of power and government. At the same time, the great Eurasian steppe became a permanent presence in the European world. This book treats Attila, the notorious king of the Huns, as both an agent of change and a symbol of the wreck of the old world order.

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Professor of History Tony Judt: Reappraisals : Reflections on the Forgotten Twentieth Century

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We have entered an age of forgetting. Our world, we insist, is unprecedented, wholly new. The past has nothing to teach us. Drawing provocative connections between a dazzling range of subjects, from Jewish intellectuals and the challenge of evil in the recent European past to the interpretation of the Cold War and the displacement of history by heritage, the late historian Tony Judt takes us beyond what we think we know of the past to explain how we came to know it, showing how much of our history has been sacrificed in the triumph of myth-making over understanding and denial over memory. Reappraisals offers a much-needed road map back to the historical sense we urgently need.

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Colleen Graves,Aaron Graves: The Big Book of Makerspace Projects: Inspiring Makers to Experiment, Create, and Learn

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Start-to-finish, fun projects for makers of all types, ages, and skill levels! Written by two school librarians obsessed with making stuff, this easy-to-follow guide is full of hands-on, low-cost makerspace projects that will inspire inventors and makers of all ages. The Big Book of Makerspace Projects: Inspiring Makers to Experiment, Create, and Learn features practical tips for beginners and open-ended challenges for advanced makers. The book features dozens of classroom-tested, hands-on DIY projects and challenges. Each project features clear, non-technical step-by-step instructions with photos and illustrations to ensure success, expand the imagination, and foster innovation. You will explore recyclables hacks, smartphone tweaks, paper circuits, e-textiles, musical instruments, coding and programming, 3-D printing, and much, much more! * Fun projects spur the creativity of makers at every skill level * Covers trending technology such as littleBits, Makey Makey, and Sphero * Authored by a pair of experienced educators and dedicated makers

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Jessica Ward: Disney Princess Crochet

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Create 12 of Disney's most enchanting characters! A full-color, 76-page instruction book with detailed patterns and colorful photos will guide you from "once upon a time" to "happily ever after" using your yarn and hook. To start you off, the kit includes all the materials needed to create Cinderella and Ariel. Each amigurumi princess is sure to be a treasured part of any crochet collection!

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Lauren M. Sompayrac: How the Immune System Works

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How the Immune System Works has helped thousands of students understand what s in their big, thick, immunology textbooks. In his book, Dr. Sompayrac cuts through the jargon and details to reveal, in simple language, the essence of this complex subject. In fifteen easy-to-read chapters, featuring the humorous style and engaging analogies developed by Dr. Sompayrac, How the Immune System Works explains how the immune system players work together to protect us from disease and, most importantly, why they do it this way. Rigorously updated for this fifth edition, How the Immune System Works includes the latest information on subjects such as vaccines, the immunology of AIDS, and cancer. A highlight of this edition is a new chapter on the intestinal immune system currently one of the hottest topics in immunology. Whether you are completely new to immunology, or require a refresher, How the Immune System Works will provide you with a clear and engaging overview of this fascinating subject. But don t take our word for it! Read what students have been saying about this classic book: "What an exceptional book! It's clear you are in the hands of an expert." "Possibly the Best Small Text of All Time!" "This is a FUN book, and Lauren Sompayrac does a fantastic job of explaining the immune system using words that normal people can understand." "Hands down the best immunology book I have read...a very enjoyable read." "This is simply one of the best medical textbooks that I have ever read. Clear diagrams coupled with highly readable text make this whole subject easily understandable and engaging." Now with a brand new website at www.wiley.com/go/sompayrac featuring Powerpoint files of the images from the book

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Tim Halliday: The Book of Frogs: A Lifesize Guide to Six Hundred Species from Around the World

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Recent intense scrutiny of amphibian conservation status makes this title a timely archive in the context of the frogs dramatic decline. Frogs are adversely affected by loss of habitat, pollution by agricultural and industrial chemicals, and climate change. As such, the frog is an important pollutant indicator. This book will profile 600 species, representing the remarkable diversity of frogs, each species photographed life-size to capture its delicate detail, and accompanied by an in-depth species profile.

From acclaimed Newbery-winning author Avi comes the thrilling and heartwarming second book in the classic animal adventure series, The Tales of Dimwood Forest.At the very edge of Dimwood Forest stood an old charred oak where, silhouetted by the moon, a great horned owl sat waiting. The owl's name was Mr. Ocax, and he looked like death himself. With his piercing gaze, he surveyed the lands he called his own, watching for the creatures he considered his subjects. Not one of them ever dared to cross his path . . . until the terrible night when two little mice went dancing in the moonlight. . . .A perennially popular story of courage and determination, Poppy is a fixture on state award lists and in classrooms across the country.Supports the The Book of Frogs: A Lifesize Guide to Six Hundred Species from Around the World download ebook Common Core State Standards Gerald Samper is a ghost writer to the stars: rock singers, racing drivers and ski champions. And to Millie Cleat, the monstrous one-armed sailor, whose round-the-world voyage has made her the toast of Britain and the poster-girl for the Deep Blues, a mystical and nutty environmental group. Gerald pines for greater things, however, and would prefer to write the memoirs of Max Christ, the celebrated conductor. While he schemes to land this unattainable catch, he muses hilariously and viciously on the world of which he is such an unwilling part. Meanwhile, some oceanographers are planning revenge on Millie Cleat for her destruction of their greatest coup...

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Anne Cassidy: Butterfly Grave

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Joshua's uncle has survived a near fatal accident and Rose and Joshua drive to Newcastle to visit him, along with their friend Skeggsie. Joshua is convinced they are being followed. Can it be true, or is it just his paranoia? Rose and Joshua do not know who to trust - even Joshua's uncle has a dark past, touched by murder. And then the precious murder notebooks are stolen and it is Skeggsie who pays the price for Rose and Joshua's so-called meddling. Somebody out there really does not want Rose and Joshua to find their parents. But who? And why? A taut and pacy thriller, perfect for teens.

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Odo Hirsch: Something's Fishy, Hazel Green!

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When the prized lobster goes missing from Mr Petrusca's fish shop, Hazel determines to find out who took it - and why. When she does find out, more secrets than she bargained for come out into the open. Hazel Green, a girl with attitude, and intelligence, and a brilliant ability to solve a problem.

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Bill Peet: The Whingdingdilly

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Scamp learns to be content with his dog's life when Zildy the kooky witch turns him into a whing-dingdilly. "Very imaginative crayon drawings highlight this comic fantasy." -- School Library Journal

The first philosophers paved the way for the work of Plato and Aristotle - and hence for the whole of Western thought. Aristotle said that philosophy begins with wonder, and the first Western philosophers developed theories of the world which express simultaneously their sense of wonder and their intuition that the world should be comprehensible. But their enterprise was by no means limited to this proto-scientific task. Through, for instance, Heraclitus' enigmatic sayings, the poetry of Parmenides and Empedocles, and Zeno's paradoxes, the Western world was Scarecrow download epub introduced to metaphysics, rationalist theology, ethics, and logic, by thinkers who often seem to be mystics or shamans as much as philosophers or scientists in the modern mould. And out of the Sophists' reflections on human beings and their place in the world arose and interest in language, and in political, moral, and social philosophy. This volume contains a translation of all the most important fragments of the Presocratics and Sophists, and of the most informative testimonia from ancient sources, supplemented by lucid commentary.

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