PyTorch深度学习 使用PyTorch开发神经网络的实用指南 深度学习框架PyTorch入门教程 涵盖机器学习 神经网络 计算机视觉应用等知识 提供本书彩图和源代码下载
深度学习为世界上的智能系统(比如Google Voice、Siri和Alexa)提供了动力。随着硬件(如GPU)和软件框架(如PyTorch、Keras、TensorFlow和CNTK)的进步以及大数据的可用性,人们在文本、视觉和分析等领域更容易实施相应问题的解决方案。本书对当今前沿的深度学习库PyTorch进行了讲解。凭借其易学习性、高效性以及与Python开发的天然亲近性,PyTorch获得了深度学习研究人员以及数据科学家们的关注。本书从PyTorch的安装讲起,然后介绍了为现代深度学习提供驱动力的多个基础模块,还介绍了使用CNN、RNN、LSTM以及其他网络模型解决问题的方法。本书对多个先进的深度学习架构的概念(比如ResNet、DenseNet、Inception和Seq2Seq)进行了阐述,但没有深挖其背后的数学细节。与GPU计算相关的知识、使用PyTorch训练模型的方法,以及用来生成文本和图像的复杂神经网络(如生成网络),也
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Product Details 基本信息 ISBN-13 书号 9781668440452 Author 作者 Vishnu S. Pendyala Format 版本 精装 Pages Number 页数 300页 Publisher 出版社 IGI Publishing Publication Date 出版日期 2022-06-24 Language 语种 其它(含多语) Book Contents 内容简介 Learning has been fundamental to the growth and evolution of humanity and civilization. The same concepts of learning, applied to the tasks that machines can perform, are having a similar effect now. Machine learning is evolving computation and its applications like never before. It is now widely recognized that machine learning is playing a similar role to electricity in the late 19th and early 20th centuries in modernizing the world. From simple high school science projects to large-scale radio astronomy, machine learning has revolutionized it all—however, a few of the applications clearly stand out as transforming the world and opening up a new era.Machin
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Product Details 基本信息 ISBN-13 书号 9780128212165 Author 作者 Ji Ram Vishnu Format 版本 平装-胶订 Pages Number 页数 276页 Publisher 出版社 Elsevier Publication Date 出版日期 2022-05-03 Product Dimensions 商品尺寸 9.00 x 6.00 x 0.58 Shipping Weight 商品重量 0.82 Language 语种 其它(含多语)
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Product Details 基本信息 ISBN-13 书号 9781668440469 Author 作者 Vishnu S. Pendyala Format 版本 平装-胶订 Pages Number 页数 290页 Publisher 出版社 Engineering Science Reference Publication Date 出版日期 2022-06-24 Product Dimensions 商品尺寸 216x279mm Language 语种 其它(含多语) Book Contents 内容简介 Learning has been fundamental to the growth and evolution of humanity and civilization. The same concepts of learning, applied to the tasks that machines can perform, are having a similar effect now. Machine learning is evolving computation and its applications like never before. It is now widely recognized that machine learning is playing a similar role to electricity in the late 19th and early 20th centuries in modernizing the world. From simple high school science projects to large-scale radio astronomy, machine learning has revolutionized it all—however, a few of the applications clear
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Product Details 基本信息 ISBN-13 书号 9780367760113 Author 作者 Edited by Jonathan Michie and Vishnu Padayachee Format 版本 精装 Pages Number 页数 null页 Publisher 出版社 Routledge Publication Date 出版日期 2021-06-30 Product Dimensions 商品尺寸 246 x 174 mm (6.85 x 9.69 Language 语种 其它(含多语) Book Contents 内容简介 Apartheid South Africa was often thought to run in the interests of the business elite. Yet 27 years after apartheid, those business interests remain largely entrenched. Why Did the South African business community play a role in engineering this outcome – perhaps recognising the apartheid era was over, and jumping ship in time? Conversely, the mission of the ANC was widely perceived to be to shift wealth and power into the hands of the whole community. Yet despite ‘black empowerment’ measures, corporate ownership remains largely in white hands – and certainly in t
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Product Details 基本信息 ISBN-13 书号 9783030852283 Author 作者 Vishnu D. Rajput Format 版本 平装-胶订 Pages Number 页数 425页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-12-18 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.90 Shipping Weight 商品重量 1.36 Language 语种 其它(含多语) Book Contents 内容简介 This book is devoted to sewage sludge, its sustainable management, and its use and implications on soil fertility and crop production. The book traces the main chemical and biological properties of sewage sludge, and covers topics such as sewage sludge biostabilization and detoxification, biological and thermochemical treatment technologies, emerging nutrient recovery technologies, the role of microorganisms in sewage sludge management, and the sustainable use of sewage sludge as fertilizer in agriculture. The book offers a valuable asset for resea
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Product Details 基本信息 ISBN-13 书号 9781138610958 Author 作者 K V S Sarma and R Vishnu Vardhan Format 版本 精装 Pages Number 页数 242页 Publication Date 出版日期 2018-11-06 Language 语种 英语 Book Contents 内容简介 This book explains the advanced but essential concepts of Multivariate Statistics in a practical way while touching the mathematical logic in a befitting manner. The illustrations are based on real case studies from a super specialty hospital where active research is going on.
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Product Details 基本信息 ISBN-13 书号 9783030973889 Author 作者 Vishnu D. Rajput Format 版本 精装 Pages Number 页数 242页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-05-19 Language 语种 其它(含多语) Book Contents 内容简介 Nanotechnology has shown great potential in all spheres of life. With the increasing pressure to meet the food demands of rapidly increasing population, thus, novel innovation and research are required in agriculture. The principles of nanotechnology can be implemented to meet the challenges faced by agricultural demands. Major challenges include the loss of nutrients in the soil and nutrient-deficient plants, which result in a lower crop yield and quality. Subsequently, consumption of such crops leads to malnourishment in humans, especially in underprivileged and rural populations. One convenient approach to tackle nutrient deficiency in plants is v
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【预订】Deep Learning with PyTorch 9781788624336 美国库房发货,通常付款后3-5周到货!
Product Details 基本信息 ISBN-13 书号 9781788624336 Author 作者 Vishnu Subramanian Format 版本 平装-胶订 Pages Number 页数 262页 Publication Date 出版日期 2018-02-23 Language 语种 英语 Book Contents 内容简介 This book is for machine learning engineers, data analysts, data scientists interested in deep learning and are looking to explore implementing advanced algorithms in PyTorch. Some knowledge of machine learning is helpful but not a mandatory need. Working knowledge of Python programming is expected.
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Product Details 基本信息 ISBN-13 书号 9783031155185 Author 作者 A Vishnu Kirthi Format 版本 精装 Pages Number 页数 510页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2023-03-19 Language 语种 其它(含多语) Book Contents 内容简介 The main practical breakthrough of this century is nanobiotechnology, an amalgamation of biology and nanotechnology based on the standards and methods of metabolism. The field mainly involves the analysis, synthesis and the links between molecular biology, nutritional science and nanotechnology. In addition, the field involves the links between other life sciences branches, since the improvement of nanotechnology strategies might be directed by considering the structure and the capability of nanoparticles present in the living cells. This book is a comprehensive evaluation of the latest nanobiotechnological developments, with an emphasis on applicatio
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Product Details 基本信息 ISBN-13 书号 9780521638982 Author 作者 Jayant Vishnu Narlikar Format 版本 平装-胶订 Pages Number 页数 336页 Publisher 出版社 Cambridge University Press Publication Date 出版日期 1999-04-01 Shipping Weight 商品重量 450g Language 语种 英语 Book Contents 内容简介 Using simple analogies and a wealth of illustrations, Professor Narlikar takes us on a cosmic journey of discovery. The seven wonders represent a range of mysterious phenomena, a class of spectacular events, or remarkable cosmic objects that have challenged human curiosity and explanation. With lucid prose and humorous anecdotes, we discover the thrill of observing strange and surprising features of the Universe.
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Product Details 基本信息 ISBN-13 书号 9783030852252 Author 作者 Vishnu D. Rajput Format 版本 精装 Pages Number 页数 290页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2021-10-17 Language 语种 其它(含多语) Book Contents 内容简介 This book is devoted to sewage sludge, its sustainable management, and its use and implications on soil fertility and crop production. The book traces the main chemical and biological properties of sewage sludge, and covers topics such as sewage sludge biostabilization and detoxification, biological and thermochemical treatment technologies, emerging nutrient recovery technologies, the role of microorganisms in sewage sludge management, and the sustainable use of sewage sludge as fertilizer in agriculture. The book offers a valuable asset for researchers, scholars and policymakers alike.
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