Python机器学习实战:基于Scikit-learn与PyTorch的神经网络解决方案 一本书,帮助读者了解和应用机器学习与深度学习
NumPy、Pandas、Matplotlib、Scikit-learn以及Pytorch,一应俱全 涵括常见应用场景,可作为初学者入门指南以及从业者中长期参考手册 深度阐述机器学习环境搭建、数据加载、数值处理、数据分析和可视化 结合理论和实践来解释监督学习、无监督学习、回归算法以及集成学习 通过一个端到端解决方案来解释复杂的卷积神经网络架构、原理和实现 本书分为三个部分。第一部分向您介绍使用 Python 的数字运算和数据分析工具,并深入解释环境配置、数据加载、数值处理、数据分析和可视化。第二部分涵盖机器学习基础知识和 Scikit-learn 库。它还通过理论和实践课程以简单的方式解释了监督学习、无监督学习、回归算法的实现和分类以及集成学习方法。第三部分解释了复杂的神经网络架构,并详细介绍了卷积神经网络的内部工作和实现。最后一章包含 Pytorch 中神经网络的详细
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知识产权与商业:无形资产的力量 作为知识产权经典译丛(第5辑)中与商业结合更紧密的一本,非常值得企业相关从业人员借鉴
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Python 3图像处理实战 学习Python图像处理的入门书籍
本书提供了Windows PC和树莓派两种平台,基于NumPy、Matplotlib和Scikit-Image库及Python语言,结合大量实例,对图像处理进行智能化讲解。本书可作为学习Python图像处理的基础读物和本科生教材或参考资料。
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Product Details 基本信息 ISBN-13 书号 9781484279205 Author 作者 Ashwin Pajankar Format 版本 平装-胶订 Pages Number 页数 356页 Publisher 出版社 Apress Publication Date 出版日期 2022-05-14 Product Dimensions 商品尺寸 10.00 x 7.00 x 0.74 Shipping Weight 商品重量 1.36 Language 语种 其它(含多语) Book Contents 内容简介 Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit/learn for machine learning, and Pytorch for deep learning with Python. It also serves as a long/term reference manual for the practitioners who will find solutions to commonly occurring scenarios. The book is divided into three sections. The first section introduces you to number crunching and data analysis to
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炎症性肠病 临床医生指南 Inflammatory Bowel Diseases - A ClinicianS Guid AshwinAnanthakrishnan
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Product Details 基本信息 ISBN-13 书号 9781484278536 Author 作者 Ashwin Pajankar Format 版本 平装-胶订 Pages Number 页数 140页 Publisher 出版社 Apress Publication Date 出版日期 2021-12-30 Language 语种 其它(含多语) Book Contents 内容简介 Learn how to automate unit tests of Python 3 with automation libraries, such as doctest, unittest, nose, nose2, pytest, and selenium. This book explores important concepts in software test automation and demonstrates how to automate, organize, and execute unit tests with Python. It also introduces readers to the concepts of web browser automation and logging.This new edition starts with an introduction to Python 3. Next, it covers doctest and pydoc. This is followed by a discussion on unittest, a framework that comes packaged with Python 3 itself. There is a dedicated section on creating test suites, followed by an explanation of how nose2 provides automatic test
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图书信息 书号: 9783642232909 作者: Ashwin Ram 装帧: 平装-胶订 页数: 498页 出版社: Springer 尺寸: 0.9 x 0.6 x 0.1 cm 出版日期: 2011-08-30 重量: 2g 语种: 其它(含多语) 内容简介 This book constitutes the refereed proceedings of the 19th International Conferenc
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图书信息 书号: 9781800207219 作者: Ashwin Pajankar 装帧: 平装-胶订 页数: 306页 出版社: Packt Publishing 尺寸: 22.9 x 20.3 x 2.5 cm 出版日期: 2020-06-29 重量: 454g 语种: 其它(含多语) 内容简介 Perform a wide variety of computer vision tasks such as image p
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