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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 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 9783030610234 Author 作者 Vishnu Kirthi Arivarasan Format 版本 平装-胶订 Pages Number 页数 null页 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2022-01-22 Product Dimensions 商品尺寸 9.21 x 6.14 x 0.59 Shipping Weight 商品重量 0.87 Language 语种 其它(含多语) Book Contents 内容简介 Nanomedicine is the field of science that deals with organic applications of medicine at the nanoscale level. It primarily addresses finding, anticipating, and treating sickness, as well as using nanotechnology to assist in controlling human frameworks at the cellular level. The nature of nanotechnology allows it to address numerous medical issues in humans. This book offers comprehensive information to better comprehend and apply multifunctional nanoparticles in nanomedicine, and thus open avenues in the field.Medicating at the nanolevel
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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 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 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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