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书籍 Linear Optimal Control

Despite the development of a now vast body of knowledge known as modern control theory, and despite some spectacular applications of this theory to practical situations, it is quite clear that much of the theory has yet to find application, and many practical control problems have yet to find a theo ...
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书籍 Optimal Control Linear Quadratic Methods

Despite the development of a now vast body of knowledge known as modern control theory, and despite some spectacular applications of this theory to practical situations, it is quite clear that some of the theory has yet to find application, and many practical control problems have yet to find a theo ...
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书籍 A Course in Machine Learning

Machine learning is a broad and fascinating field. Even today, machine learning technology runs a substantial part of your life, often without you knowing it. Any plausible approach to artifi- cial intelligence must involve learning, at some level, if for no other reason than it’s hard to call a sy ...
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技术资料 开关电源设计(英文版)

It all started rather innocuously. I walked into Dr GT Murthy’s office one fine day, andchanged my life. “Doc” was then the General Manager, Central R&D, of a very largeelectrical company headquartered in Bombay. In his new state-of-the-art electronics center,he had hand-picked some of India’s b ...
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技术资料 斯坦福大学-深度学习基础教程.pdf

斯坦福大学-深度学习基础教程.pdfUFLDL教程 From Ufldl 说明:本教程将阐述无监督特征学习和深入学习的主要观点。通过学习,你也将实现多个功能 学习/深度学习算法,能看到它们为你工作,并学习如何应用/适应这些想法到新问题上。 本教程假定机器学习的基本知识(特别是熟悉的监督学习,逻辑回归,梯度下降的想法),如果 ...
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