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书籍源码 Information theory, inference and learning

Information theory, inference and learning algorithms 
https://www.eeworm.com/dl/510389.html
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图形图像 Pattern Recognition and Machine Learning-Bishop

To describe Pattern Recognition using Machine Learning Method. It is good for one who want to learn machine learning.
https://www.eeworm.com/dl/510431.html
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人工智能/神经网络 machine learning

Pattern Recognition and Machine Learning
https://www.eeworm.com/dl/511428.html
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书籍 Python Machine Learning

Unlock deeper insights into machine learning with this vital guide to cutting-edge predictive analytics
https://www.eeworm.com/dl/515972.html
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源码 Q-learning

Q-learning在机器人路径规划中的应用
https://www.eeworm.com/dl/517034.html
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源码 Q-Learning path planning

强化学习中的Q-Learning在路径规划中的应用
https://www.eeworm.com/dl/517035.html
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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 ...
https://www.eeworm.com/dl/522484.html
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书籍 Bishop-Pattern-Recognition-and-Machine-Learning

Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have g ...
https://www.eeworm.com/dl/522492.html
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书籍 Foundations+of+Machine+Learning+2nd

This book is a general introduction to machine learning that can serve as a reference book for researchers and a textbook for students. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of al ...
https://www.eeworm.com/dl/522505.html
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书籍 interpretable-machine-learning

Machinelearninghasgreatpotentialforimprovingproducts,processesandresearch.Butcomputers usually do not explain their predictions which is a barrier to the adoption of machine learning. This book is about making machine learning models and their decisions interpretable. After exploring the concepts of ...
https://www.eeworm.com/dl/522509.html
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