Description: This leading textbook provides a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first-year PhD students, as well as researchers and practitioners. No previous knowledge of pattern recognition or machine learning concepts is assumed. This is the first machine learning textbook to include a comprehensive coverage of recent developments such as probabilistic graphical models and deterministic inference methods, and to emphasize a modern Bayesian perspective. It is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics. This hard cover book has 738 pages in full colour, and there are 431 graded exercises (with solutions available below). Extensive support is provided for course instructors. Platform: |
Size: 7775130 |
Author:arcanesky |
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Description: 这是一本关于模式识别与机器学习的新书，在国外2006年才出版。费了好大劲才搜罗到，愿与大家共享。-This is a pattern recognition and machine learning on the new book, in the only published abroad in 2006. Costs for several large劲才collection that is willing to work with everyone to share. Platform: |
Size: 4228096 |
Author:dragon |
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Description: 模式识别和机器学习方面的最新教材，可以经典的模式识别教材媲美-Pattern recognition and machine learning the latest teaching materials, teaching materials can be comparable to the classical pattern recognition Platform: |
Size: 8443904 |
Author:王文杰 |
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Description: Pattern Recognition and Machine Learning，模式识别与机器学习，这是学习机器学习的一本好书-Pattern Recognition and Machine Learning, Pattern recognition and machine learning, machine learning this is a good book to learn Platform: |
Size: 7639040 |
Author:andy |
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Description: Pattern Recognition and Machine Learning
Solutions to the Exercises，模式识别与机器学习的答案-Pattern Recognition and Machine LearningSolutions to the Exercises, pattern recognition and machine learning answers Platform: |
Size: 796672 |
Author:andy |
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Description: 《数据迁移学习》09年新书，模式识别与机器学习领域的人必备的新书，相信这是本领域最新最好的书籍之一。-" Data Migration Learning" in 2009 book, pattern recognition and machine learning fields to essential new book, I believe this is the latest in this field, one of the best books. Platform: |
Size: 1726464 |
Author:gouyabin |
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Description: A detailed introduction about pattern recognition and machine learning Domain. Very useful for research. Platform: |
Size: 7633920 |
Author:sophrina |
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Description: 著名的机器学习教程，很清晰，适合初学者，实模式识别领域必读的书籍-Well-known machine learning tutorial, very clear, suitable for beginners, must-read books on real field of pattern recognition Platform: |
Size: 7645184 |
Author:lili |
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