Pivotal ## Greenplum: 机器学习工具集 2017.thegiac.com ## Greenplum 机器学习工具集 PL/X：各种语言实现自定义函数（存储过程） - MADLib: 数据挖掘、统计分析、图（Graph）等算法 • GPText: 文本检索和分析 • GeoSpatial: 地理信息数据分析 • Image: 图像数据分析 ## Pivotal ## [Image](/uploads/documents/5/3/f/d/53fd9ff32ff8d8bf417d9e5b73bb19c9/p15_2.jpg) 2017.thegiac.com ## MADlib 基于SQL的数据库内置的机器学习库  19c9/p17_8.jpg) 2017.thegiac.com ## MADlib 用户和场景  2017.thegiac.com ## MADlib 功能 ## Supervised Learning Neural Networks

Learning using MADlib 394 Machine Learning and Deep Learning using MADlib 0 Machine Learning 395 Deep Learning 395 PivotalR 396 Installing MADlib 396 Installing the Greenplum Database MADlib Package 397 397 Adding MADlib Functions to a Database 397 Upgrading MADlib 397 Upgrading a MADlib Package 398 Upgrading MADlib Functions 398 Uninstalling MADlib 398 Remove MADlib objects from the database 398 398 Uninstall the Greenplum Database MADlib Package 398 Examples 399 Linear Regression 399 Association Rules 400 Naive Bayes Classification 402 References 406 Graph Analytics 406 Graph Analytics 0

Learning using MADlib 385 Machine Learning and Deep Learning using MADlib 0 Machine Learning 386 Deep Learning 386 PivotalR 387 Installing MADlib 387 Installing the Greenplum Database MADlib Package 388 388 Adding MADlib Functions to a Database 388 Upgrading MADlib 388 Upgrading a MADlib Package 389 Upgrading MADlib Functions 389 Uninstalling MADlib 389 Remove MADlib objects from the database 389 389 Uninstall the Greenplum Database MADlib Package 389 Examples 390 Linear Regression 390 Association Rules 391 Naive Bayes Classification 393 References 397 Graph Analytics 397 Graph Analytics 0

and Deep Learning using MADlib 389 Machine Learning 390 Deep Learning 390 PivotalR 390 Installing MADlib 391 Installing the Greenplum Database MADlib Package 391 Adding MADlib Functions to a Database Upgrading MADlib 392 Upgrading a MADlib Package 392 Upgrading MADlib Functions 393 Uninstalling MADlib 393 Remove MADlib objects from the database 393 Uninstall the Greenplum Database MADlib Package Beta|3.0.0-beta|| |PL/Container Beta Image for R|3.0.0-beta|R3.4.4| |GreenplumR|1.1.0|SupportsR3.6+.| |MADlib Machine Learning|1.19,1.18,1.17,1.16|Support matrix atMADlib FAQ.| |PostGIS Spatial and Geographic

155 Changed Feature 155 Resolved Issues 155 Extensions 155 Server 155 Query Processing 156 MADlib 156 Cluster Management 157 Greenplum on vSphere 157 Release 6.23.1 157 Resolved Issues 157 Server and Deep Learning using MADlib 878 Machine Learning 879 Deep Learning 879 PivotalR 879 Installing MADlib 880 Installing the Greenplum Database MADlib Package 880 Adding MADlib Functions to a Database Database 881 Upgrading MADlib 882 Upgrading a MADlib Package 882 Upgrading a MADlib 2.x Package 882 Upgrading MADlib Functions 882 Uninstalling MADlib 883 Remove MADlib objects from the database 883 Uninstall

Learning using MADlib 907 Machine Learning 907 Deep Learning 908 PivotalIR 908 Prerequisites 909 Installing MADlib 909 Installing the Greenplum Database MADlib Package 909 Adding MADlib Functions to a Database 910 Upgrading MADlib 910 Upgrading a MADlib 1.x Package 911 Upgrading a MADlib 2.x Package 911 Upgrading MADlib Functions 911 Uninstalling MADlib 912 Remove Remove MADlib objects from the database 912 Uninstall the Greenplum Database MADlib Package 912 Examples 912 Linear Regression 913 Association Rules 914 Naive Bayes Classification 916 References

6.23.3 136 Changed Feature 136 Resolved Issues 136 Extensions 136 Server 136 Query Processing 137 MADlib 138 Cluster Management 138 Greenplum on vSphere 138 Release 6.23.1 138 Resolved Issues 138 Server and Deep Learning using MADlib 898 Machine Learning 898 Deep Learning 899 PivotalR 899 Installing MADlib 900 Installing the Greenplum Database MADlib Package 900 Adding MADlib Functions to a Database 900 Upgrading MADlib 901 Upgrading a MADlib Package 901 Upgrading MADlib Functions 901 Uninstalling MADlib 901 Remove MADlib objects from the database 902 Uninstall the Greenplum Database MADlib Package 902

Learning using MADlib 869 VMware Tanzu Greenplum 6 Documentation VMware, Inc 37 Machine Learning 870 Deep Learning 871 PivotalR 871 Installing MADlib 871 Installing the Greenplum Database MADlib Package 872 872 Adding MADlib Functions to a Database 872 Upgrading MADlib 873 Upgrading a MADlib Package 873 Upgrading MADlib Functions 873 Uninstalling MADlib 873 Remove MADlib objects from the database 873 Uninstall Uninstall the Greenplum Database MADlib Package 873 Examples 874 Linear Regression 874 Association Rules 875 Naive Bayes Classification 877 References 881 Graph Analytics 881 What is a Graph? 881 Graph Analytics

and Deep Learning using MADlib 867 Machine Learning 868 Deep Learning 869 PivotalR 869 Installing MADlib 869 Installing the Greenplum Database MADlib Package 870 Adding MADlib Functions to a Database 870 870 Upgrading MADlib 871 VMware Tanzu Greenplum 6 Documentation VMware, Inc. 37 Upgrading a MADlib Package 871 Upgrading MADlib Functions 871 Uninstalling MADlib 871 Remove MADlib objects from the database database 871 Uninstall the Greenplum Database MADlib Package 872 Examples 872 Linear Regression 872 Association Rules 873 Naive Bayes Classification 875 References 879 Graph Analytics 879 What is a Graph

and Deep Learning using MADlib 320 Machine Learning and Deep Learning using MADlib 0 Machine Learning 321 Deep Learning 321 PivotalR 322 Installing MADlib 322 Installing the Database MADlib Package 323 Adding MADlib Functions to a Database 323 Upgrading MADlib 323 Upgrading a MADlib Package 324 Upgrading MADlib Functions 324 Uninstalling MADlib 324 Remove MADlib objects from the database 324 Uninstall the Greenplum Database MADlib Package 324 Examples 325 Linear Regression 325 Association Rules 326 Naive Bayes Classification