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Spark机器学习源码

于 2020-09-27 发布
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代码说明：

说明：  Spark 机器学习代码，有大量机器学习算法实例。(Spark machine learning code, there are a large number of machine learning algorithm examples.)

文件列表：

Machine-Learning-with-Spark-Second-Edition-master, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\.gitattributes, 378 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\.gitignore, 649 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\README, 537 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\data, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\data\UserPurchaseHistory.csv, 251 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\pom.xml, 1060 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\src, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\src\main, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\src\main\java, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\java-spark-app\src\main\java\JavaApp.java, 2513 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\python-spark-app, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\python-spark-app\data, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\python-spark-app\data\UserPurchaseHistory.csv, 117 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\python-spark-app\pythonapp.py, 1405 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\r-spark-app, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\r-spark-app\data, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\r-spark-app\data\UserPurchaseHistory.csv, 117 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\r-spark-app\r-script-01.R, 1767 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-shell-code_01.scala, 5120 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\build.sbt, 144 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\data, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\data\UserPurchaseHistory.csv, 117 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\src, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\src\main, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\src\main\scala, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter01\scala-spark-app\src\main\scala\ScalaApp.scala, 1426 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\README, 126 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\build.sbt, 1093 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\fields, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\fields\ComplexNumber.scala, 882 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\fields\GF2.scala, 579 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\fields\GaloisField.scala, 285 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\matrix, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\matrix\BreezeMatrix.scala, 501 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\matrix\BreezeMatrixOperations.scala, 909 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\operations, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\operations\common.scala, 1607 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\plot, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\plot\BreezePlotGaussian.scala, 362 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\plot\BreezePlotLine.scala, 413 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\sgd, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\sgd\BreezeSGDVector.scala, 633 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\vector, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\breeze\src\main\scala\linalg\vector\Vector.scala, 2662 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\build.sbt, 347 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\matrix, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\matrix\SparkMatrix.scala, 2899 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\sgd, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\sgd\SparkSGD.scala, 957 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\svd, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\svd\SparkSVDExampleOne.scala, 1201 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\svd\SparkSVDExampleTwo.scala, 853 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\vector, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\src\main\scala\linalg\vector\SparkVector.scala, 1217 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter02\spark\svd.txt, 54 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\.ipynb_checkpoints, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\.ipynb_checkpoints\configure_pyspark_jupyter-checkpoint.ipynb, 1347 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\data, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\data\text8_10000, 10000 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\__init__.py, 22 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\__init__.py, 22 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\__init__.py, 22 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\code04.py, 10874 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\movie_data.py, 1031 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\movie_data_df.py, 1511 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\plot_user_ages.py, 428 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\plot_user_occupations.py, 868 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\rating_data.py, 1178 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\user_data.py, 646 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\1.6.2\com\sparksamples\util.py, 2124 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\__init__.py, 22 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples, 0 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\__init__.py, 22 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\movie_data.py, 1808 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\plot_user_ages.py, 519 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\plot_user_occupations.py, 1024 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\rating_data.py, 1178 , 2017-04-28
Machine-Learning-with-Spark-Second-Edition-master\Chapter04\python\2.0.0\com\sparksamples\user_data.py, 538 , 2017-04-28

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