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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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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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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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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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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Product Details 基本信息 ISBN-13 书号 9781498721042 Author 作者 Nataraj Venkataramanan and Ashwin Shriram Format 版本 精装 Pages Number 页数 232页 Publication Date 出版日期 2016-08-19 Language 语种 英语 Book Contents 内容简介 This book provides a complete reference for personal data identification, classification, anonymization, and usage in various application contexts. Privacy principles in the book guide practitioners to create an anonymization design specific for each data type and application. Examples drawn from healthcare, banking, financial services, and retail demonstrate how these principles can lead to effective practice and result in a compliant business that respects customer privacy.
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Product Details 基本信息 ISBN-13 书号 9781484260852 Author 作者 Pajankar Ashwin Format 版本 平装-胶订 Pages Number 页数 173页 Publisher 出版社 Apress Publication Date 出版日期 2020-09-15 Product Dimensions 商品尺寸 9.2 x 6.1 x 0.4 cm Shipping Weight 商品重量 610g Language 语种 英语 Book Contents 内容简介 Get a quick start to learn, understand, and apply GNU Octave using a math- and programming-friendly approach. This book focuses on an end-to-end track to teach mathematical programming, data science, signal processing, and image processing with GNU Octave.GNU Octave by Example starts with an introduction to GNU Octave, a free and open-source alternative to MATLAB. Next, it explains the processes to install GNU Octave on popular operating systems such as Windows, Ubuntu, Raspberry Pi, and other platforms. Further, it covers hands-on exercises with GNU Octave exploring the basic funct
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Product Details 基本信息 ISBN-13 书号 9781350084667 Author 作者 Paul Ashwin Format 版本 平装-胶订 Pages Number 页数 432页 Publisher 出版社 Bloomsbury Academic Publication Date 出版日期 2020-02-20 Language 语种 英语 Book Contents 内容简介 Reflective Teaching in Higher Education is the definitive textbook for those wanting to excel at teaching in the sector. Informed by the latest research in this area, the book offers extensive support for those at the start of an academic career and career-long professionalism for those teaching in higher education. Written by an international collaborative author team of experts led by Paul Ashwin, Reflective Teaching in Higher Education offers two levels of support: - practical guidance for day-to-day teaching, covering key issues such as strategies for improving learning, teaching and assessment, curriculum design, relationships, communication, and inclusion - evid
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