Visions Intro Tch Res Txt

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Deep Learning For Coders With Fastai And Pytorch

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Author : Jeremy Howard
language : en
Publisher: O'Reilly Media
Release Date : 2020-06-29

Deep Learning For Coders With Fastai And Pytorch written by Jeremy Howard and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-29 with Computers categories.

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

An Introductory Text To Bioengineering

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Author : Shu Chien
language : en
Publisher: World Scientific
Release Date : 2008

An Introductory Text To Bioengineering written by Shu Chien and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Science categories.

This bestselling textbook will introduce undergraduate bioengineering students to the fundamental concepts and techniques, with the basic theme of integrative bioengineering. It covers bioengineering of several body systems, organs, tissues, and cells, integrating physiology at these levels with engineering concepts and approaches; novel developments in tissue engineering, regenerative medicine, nanoscience and nanotechnology; state-of-the-art knowledge in systems biology and bioinformatics; and socio-economic aspects of bioengineering.One of the distinctive features of the book is that it is integrative in nature (integration of biology, medicine and engineering, across different levels of the biological hierarchy, and basic knowledge with applications). It is unique in that it covers fundamental aspects of bioengineering, cutting-edge frontiers, and practical applications, as well as perspectives of bioengineering development. Furthermore, it covers important socio-economical aspects of bioengineering such as ethics and entrepreneurism.

Reinforcement Learning Second Edition

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Author : Richard S. Sutton
language : en
Publisher: MIT Press
Release Date : 2018-11-13

Reinforcement Learning Second Edition written by Richard S. Sutton and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-13 with Computers categories.

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significantly expanded and updated, presenting new topics and updating coverage of other topics. Like the first edition, this second edition focuses on core online learning algorithms, with the more mathematical material set off in shaded boxes. Part I covers as much of reinforcement learning as possible without going beyond the tabular case for which exact solutions can be found. Many algorithms presented in this part are new to the second edition, including UCB, Expected Sarsa, and Double Learning. Part II extends these ideas to function approximation, with new sections on such topics as artificial neural networks and the Fourier basis, and offers expanded treatment of off-policy learning and policy-gradient methods. Part III has new chapters on reinforcement learning's relationships to psychology and neuroscience, as well as an updated case-studies chapter including AlphaGo and AlphaGo Zero, Atari game playing, and IBM Watson's wagering strategy. The final chapter discusses the future societal impacts of reinforcement learning.

An Introduction To Nanoscience And Nanotechnology

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Author : Alain Nouailhat
language : en
Publisher: Wiley-ISTE
Release Date : 2008-01-14

An Introduction To Nanoscience And Nanotechnology written by Alain Nouailhat and has been published by Wiley-ISTE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-14 with Science categories.

"Part of this book adapted from "Introduction aux nanosciences et aux nanotechnologies" published in France by Hermes Science/Lavoisier in 2006."

Applied Natural Language Processing In The Enterprise

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Author : Ankur A. Patel
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2021-05-12

Applied Natural Language Processing In The Enterprise written by Ankur A. Patel and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-12 with Computers categories.

NLP has exploded in popularity over the last few years. But while Google, Facebook, OpenAI, and others continue to release larger language models, many teams still struggle with building NLP applications that live up to the hype. This hands-on guide helps you get up to speed on the latest and most promising trends in NLP. With a basic understanding of machine learning and some Python experience, you'll learn how to build, train, and deploy models for real-world applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai guide you through the process using code and examples that highlight the best practices in modern NLP. Use state-of-the-art NLP models such as BERT and GPT-3 to solve NLP tasks such as named entity recognition, text classification, semantic search, and reading comprehension Train NLP models with performance comparable or superior to that of out-of-the-box systems Learn about Transformer architecture and modern tricks like transfer learning that have taken the NLP world by storm Become familiar with the tools of the trade, including spaCy, Hugging Face, and fast.ai Build core parts of the NLP pipeline--including tokenizers, embeddings, and language models--from scratch using Python and PyTorch Take your models out of Jupyter notebooks and learn how to deploy, monitor, and maintain them in production

Very Good Lives

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Author : J. K. Rowling
language : en
Publisher: Little, Brown
Release Date : 2015-04-14

Very Good Lives written by J. K. Rowling and has been published by Little, Brown this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-14 with Self-Help categories.

J.K. Rowling, one of the world's most inspiring writers, shares her wisdom and advice. In 2008, J.K. Rowling delivered a deeply affecting commencement speech at Harvard University. Now published for the first time in book form, VERY GOOD LIVES presents J.K. Rowling's words of wisdom for anyone at a turning point in life. How can we embrace failure? And how can we use our imagination to better both ourselves and others? Drawing from stories of her own post-graduate years, the world famous author addresses some of life's most important questions with acuity and emotional force.

Res

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Author : Jaś Elsner
language : en
Publisher: Peabody Museum Press
Release Date : 2011-02

Res written by Jaś Elsner and has been published by Peabody Museum Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02 with Philosophy categories.

This double volume of the renowned international journal of anthropology and comparative aesthetics includes “Aesthetics’ non-recyclable ground” by Félix Duque; “Seeing through dead eyes” by Jonathan Hay; “The hidden aesthetic of red in the painted tombs of Oaxaca” by Diana Magaloni; “A consideration of the quatrefoil motif in Preclassic Mesoamerica” by Julia Guernsey; “Hunters, Sufis, soldiers, and minstrels” by Cynthia Becker; “Figures fidjiennes” by Marc Rochette; “A sacred landscape” by Rachel Kousser; “Military architecture as a political tool in the Renaissance” by Francesco Benelli; “The icon as performer and as performative utterance” by Marie Gasper-Hulvat; “Image and site” by Jas’ Elsner; “Untimely objects” by Ara H. Merjian; “Max Ernst in Arizona” by Samantha Kavky; “Form as revolt” by Sebastian Zeidler; “Embodiments and art beliefs” by Filippo Fimiani; “The theft of the goddess Amba Mata” by Deborah Stein; and contributions to “Lectures, Documents and Discussions” by Gottfried Semper, Spyros Papapetros, Erwin Panofsky, Megan R. Luke, Francesco Paolo Adorno, and Remo Guidieri.

Computer Vision Eccv 2022 Workshops

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Author : Leonid Karlinsky
language : en
Publisher: Springer Nature
Release Date : 2023-02-17

Computer Vision Eccv 2022 Workshops written by Leonid Karlinsky and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-17 with Computers categories.

The 8-volume set, comprising the LNCS books 13801 until 13809, constitutes the refereed proceedings of 38 out of the 60 workshops held at the 17th European Conference on Computer Vision, ECCV 2022. The conference took place in Tel Aviv, Israel, during October 23-27, 2022; the workshops were held hybrid or online. The 367 full papers included in this volume set were carefully reviewed and selected for inclusion in the ECCV 2022 workshop proceedings. They were organized in individual parts as follows: Part I: W01 - AI for Space; W02 - Vision for Art; W03 - Adversarial Robustness in the Real World; W04 - Autonomous Vehicle Vision Part II: W05 - Learning With Limited and Imperfect Data; W06 - Advances in Image Manipulation; Part III: W07 - Medical Computer Vision; W08 - Computer Vision for Metaverse; W09 - Self-Supervised Learning: What Is Next?; Part IV: W10 - Self-Supervised Learning for Next-Generation Industry-Level Autonomous Driving; W11 - ISIC Skin Image Analysis; W12 - Cross-Modal Human-Robot Interaction; W13 - Text in Everything; W14 - BioImage Computing; W15 - Visual Object-Oriented Learning Meets Interaction: Discovery, Representations, and Applications; W16 - AI for Creative Video Editing and Understanding; W17 - Visual Inductive Priors for Data-Efficient Deep Learning; W18 - Mobile Intelligent Photography and Imaging; Part V: W19 - People Analysis: From Face, Body and Fashion to 3D Virtual Avatars; W20 - Safe Artificial Intelligence for Automated Driving; W21 - Real-World Surveillance: Applications and Challenges; W22 - Affective Behavior Analysis In-the-Wild; Part VI: W23 - Visual Perception for Navigation in Human Environments: The JackRabbot Human Body Pose Dataset and Benchmark; W24 - Distributed Smart Cameras; W25 - Causality in Vision; W26 - In-Vehicle Sensing and Monitorization; W27 - Assistive Computer Vision and Robotics; W28 - Computational Aspects of Deep Learning; Part VII: W29 - Computer Vision for Civil and Infrastructure Engineering; W30 - AI-Enabled Medical Image Analysis: Digital Pathology and Radiology/COVID19; W31 - Compositional and Multimodal Perception; Part VIII: W32 - Uncertainty Quantification for Computer Vision; W33 - Recovering 6D Object Pose; W34 - Drawings and Abstract Imagery: Representation and Analysis; W35 - Sign Language Understanding; W36 - A Challenge for Out-of-Distribution Generalization in Computer Vision; W37 - Vision With Biased or Scarce Data; W38 - Visual Object Tracking Challenge.

Paperbound Books In Print

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Author :
language : en
Publisher:
Release Date : 1992

Paperbound Books In Print written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Paperbacks categories.

Last Lecture

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Author : Perfection Learning Corporation
language : en
Publisher: Turtleback
Release Date : 2019

Last Lecture written by Perfection Learning Corporation and has been published by Turtleback this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.