Description: 是介绍机器学习的经典教材，被国外多所大学作为本科生学习教材。-It is a classical context of machine learning, which has been adopted by many abroad university. Platform: |
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Author:WU |
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Description: tom mitchell写的机器学习，人工智能研究必看，含有众多基础算法，浅显易懂-machine learning,written by tom mitchell, artificial intelligence research must-see, contains a number of basic algorithms, easy to understand Platform: |
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Author:吴奇 |
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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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Description: 机器学习的经典书籍，作者是Tom M. Mitche-a classic book about machine learning, the author is Tom M. Mitchell Platform: |
Size: 17968128 |
Author:kiwi |
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Description: 《机器学习与数据挖掘方法和应用》，讨论数据挖掘和知识发现中的有关问题及多策略学习方法，具体地阐述了机器学习与数据挖掘在工程设计，文本，图像和音乐，网页分析，计算机病毒和计算机控制，医疗诊断，生物医疗信号分析和水质分析中的生物信号处理等方面的应用情况，根据实例说明具体解决方法。-" Machine learning and data mining methods and applications" to discuss the data mining and knowledge discovery issues and multi-strategy learning methods, specifically describes the machine learning and data mining in engineering design, text, images and music, web analysis, computer viruses and computer control, medical diagnostics, biomedical signal analysis and quality analysis of biological signal processing and other applications, according to examples of specific solutions. Platform: |
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Author:iris_su |
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Description: 本书从机器学习的角度介绍了基于视觉的运动分析领域的最新算法和系统。-Techniques of vision-based motion analysis aim to detect, track, identify, and generally understand the behavior of objects in image sequences. With the growth of video data in a wide range of applications from visual surveillance to human-machine interfaces, the ability to automatically analyze and understand object motions from video footage is of increasing importance. Among the latest developments in this field is the application of statistical machine learning algorithms for object tracking, activity modeling, and recognition.
Developed from expert contributions to the first and second International Workshop on Machine Learning for Vision-Based Motion Analysis, this important text/reference highlights the latest algorithms and systems for robust and effective vision-based motion understanding from a machine learning perspective. Highlighting the benefits of collaboration between the communities of object motion understanding and machine learning, the book discusses the most act Platform: |
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Author:kankan |
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Description: Python 是当前普遍使用的流行语言，并纳入了科学计算和机器学习的内容，本文件是一个Python机器学习工具包。(Python is a popular language currently used and incorporated into the contents of scientific computing and machine learning. This document is a Python machine learning toolkit.) Platform: |
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Author:王寒桥
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Description: 吴恩达老师Cousera上机器学习课程ex8关于协同滤波(Collaborative filtering learning algorithm)的向量化实现以及相关测试数据。(Teacher Andrew Ng Cousera machine learning courses, ex8 Collaborative filtering learning algorithm on the vector implementation and related test data.) Platform: |
Size: 836608 |
Author:mark198033
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