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  • 《Python+Spark2.0+Hadoop机器学习与大数据实战》原书高清版及源码

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    2018-09-11
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  • 《机器学习实战》原书高清版及本书源码

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    2018-07-21
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  • Spark高级数据分析书籍(中文版)及本书源码

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    2018-07-21
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  • Outlier Analysis

    This book provides comprehensive coverage of the field of outlier analysis from a computer science point of view. It integrates methods from data mining, machine learning, and statistics within the computational framework and therefore appeals to multiple communities. The chapters of this book can be organized into three categories:, Basic algorithms: Chapters 1 through 7 discuss the fundamental algorithms for outlier analysis, including probabilistic and statistical methods, linear methods, proximity-based methods, high-dimensional (subspace) methods, ensemble methods, and supervised methods.Domain-specific methods: Chapters 8 through 12 discuss outlier detection algorithms for various domains of data, such as text, categorical data, time-series data, discrete sequence data, spatial data, and network data.Applications: Chapter 13 is devoted to various applications of outlier analysis. Some guidance is also provided for the practitioner., The second edition of this book is more detailed and is written to appeal to both researchers and practitioners. Significant new material has been added on topics such as kernel methods, one-class support-vector machines, matrix factorization, neural networks, outlier ensembles, time-series methods, and subspace methods. It is written as a textbook and can be used for classroom teaching.

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    2017-03-23
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  • 集体智慧编程书籍及本书源码

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  • pajek-3使用手册

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  • c++ builder 2010 破解工具和破解方法

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  • libmemcached-0.34.tar.gz

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    2012-12-05
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