作为一本综合指南,本书将带领你探究TensorFlow 1.x的 特性。深入了解TensorFlow Core、Keras、TF Estimators、TFLearn、TF-Slim、Pretty Tensor以及Sonnet。通过TensorFlow和Keras的强大功能,利用转移学习、生成式对抗网络、深度强化学习等概念构建深度学习模型。在本书中,你将获得各种数据集(如MNIST、CIFAR-10、PTB、text8、COCO-Images)的实践经验。你将学习到TensorFlow1.x的 特性,例如带有TF-Clusters的分布式TensorFlow、使用TensorFlow Serving部署生产模型、在Android和iOS平台上为移动和嵌入式设备构建和部署TensorFlow模型。你还会看到如何在R统计软件中调用TensorFlow和Keras API,了解在基于TensorFlow API的代码无法按预期工作时所需的调试技术。
该专著主要包括了分数阶泛函微分方程、分数阶抽象常微分方程、分数阶抽象发展方程、基于临界点理论的分数阶边值问题、分数阶偏微分方程解对初值的连续依赖性、存在性、正则性、专享性、多解性等。该专著主要包括了分数阶泛函微分方程、分数阶抽象常微分方程、分数阶抽象发展方程、基于临界点理论的分数阶边值问题、分数阶偏微分方程解对初值的连续依赖性、存在性、正则性、专享性、多解性等。
This book introduces and illustrates modeling, sensing, and control methods for analyzing, designing, and developing spherical motors. It systematically presents modelsfor establishing the relationships among the magnetic fields position/orientation and force/torque, while also providing time-efficient solutions to assist researchers and engineers in studying and developing these motors. In order to take full advantage of spherical motors’ compact structure in practical applications, sensing and control methods that utilize their magnetic fields and eliminate the need to install external sensors for feedback are proposed. Further, the book investigates for the first time spherical motors’force/torque manipulation capability, and proposes algorithms enabling the ball-joint-like end-effector for haptic use based on these motors’hybrid position/force actuation modes. While systematically presenting approaches to their design, sensing and control, the book also provides many examples illustrating the implem
This book introduces and illustrates modeling, sensing, and control methods for analyzing, designing, and developing spherical motors. It systematically presents modelsfor establishing the relationships among the magnetic fields position/orientation and force/torque, while also providing time-efficient solutions to assist researchers and engineers in studying and developing these motors. In order to take full advantage of spherical motors’ compact structure in practical applications, sensing and control methods that utilize their magnetic fields and eliminate the need to install external sensors for feedback are proposed. Further, the book investigates for the first time spherical motors’force/torque manipulation capability, and proposes algorithms enabling the ball-joint-like end-effector for haptic use based on these motors’hybrid position/force actuation modes. While systematically presenting approaches to their design, sensing and control, the book also provides many examples illustrating the implem
本书由Python pandas项目创始人Wes McKinney亲笔撰写,详细介绍利用Python进行操作、处理、清洗和规整数据等方面的具体细节和基本要点。你将在阅读过程中学习到新版本的pandas、NumPy、IPython和Jupyter。本书由Wes McKinney创作,他是Python pandas项目的创始人。本书是对Python数据科学工具的实操化、现代化的介绍,非常适合刚学Python的数据分析师或刚学数据科学以及科学计算的Python编程者。数据文件和相关的材料可以在GitHub上找到:使用IPython shell和Jupyter notebook进行探索性计算;学习NumPy(Numerical Python)的基础和高级特性;入门pandas库中的数据分析工具;使用灵活工具对数据进行载入、清洗、变换、合并和重塑;使用matplotlib创建富含信息的可视化;将pandas的groupby功能应用于对数据集的切片、分块和汇总;分析并操作规则和不规则的时间序列数据;利用完整的、详细的示例学习如何
《网络安全等级保护测评要求应用指南:英文》由郭启全主编
本书全面阐释与IT项目管理相关的概念、技巧、工具、技术和实践,是一本涵盖10大管理知识领域(项目整合、范围、进度、成本、质量、资源、沟通、风险、采购和干系人管理)和5个过程组(启动、计划、执行、监控和收尾)的教科书。理论与实践的结合使得本书通俗易懂,增加的案例、模板和项目管理软件可帮助读者掌握和运用从书中学到的知识和技能,为学生和从业者奠定坚实的基础。本书适合作为高等院校计算机、管理科学与工程等相关高年级本科生和研究生的教材,也可作为从业人员的参考读物。