├── .gitignore ├── LICENSE ├── README.md ├── chapter01 ├── build.sbt ├── data │ └── UserPurchaseHistory.csv └── src │ └── main │ └── scala │ └── ScalaApp.scala ├── chapter03 ├── movielens_analysis.py └── movielens_feature.py ├── chapter04 ├── build.sbt ├── data │ ├── u.data │ └── u.item └── src │ └── main │ └── scala │ └── ScalaApp.scala ├── chapter05 ├── .DS_Store ├── build.sbt ├── data │ ├── train.tsv │ └── train_noheader.tsv └── src │ └── main │ └── scala │ └── ScalaApp.scala ├── ml-100k ├── README ├── allbut.pl ├── mku.sh ├── u.data ├── u.genre ├── u.info ├── u.item ├── u.occupation ├── u.user ├── u1.base ├── u1.test ├── u2.base ├── u2.test ├── u3.base ├── u3.test ├── u4.base ├── u4.test ├── u5.base ├── u5.test ├── ua.base ├── ua.test ├── ub.base └── ub.test └── notes ├── Hadoop入门.md ├── JAVA两天速成.md ├── Linux系统简要.md ├── MySQL入门.md ├── Python学习笔记.md ├── Spark机器学习实战（一）Spark的环境搭建与简单销售统计应用.md ├── Spark机器学习实战（三）电影评分数据处理与特征提取.md ├── Spark机器学习实战（二）电影评分数据获取与可视化.md ├── user-4097708-1496196777.rar ├── 《Shell脚本学习指南》学习笔记.md ├── 《Tanenbaum计算机网络》学习笔记.md ├── 《Tanenbaum计算机网络》课后习题.md ├── 乘风破浪电影观感.md ├── 从零开始学习Spark（一）环境配置，实现WordCount.md ├── 从零开始学习Spark（七）Spark编程进阶.md ├── 从零开始学习Spark（三）RDD编程.md ├── 从零开始学习Spark（二）Scala基础.md ├── 从零开始学习Spark（五）Scala进阶.md ├── 从零开始学习Spark（八）在集群上运行Spark.md ├── 从零开始学习Spark（六）数据读取与保存.md ├── 从零开始学习Spark（四）键值对操作.md ├── 实习面试不完全记录.md ├── 机器学习方法极简总结.md ├── 深度学习笔记.md ├── 用Python玩转Hadoop.md ├── （转）google-Inception-v1---v4-papers-发展历程.md └── （转）什么是P问题、NP问题和NPC问题.md /.gitignore: -------------------------------------------------------------------------------- 1 | *.class 2 | *.log 3 | target 4 | project 5 | .idea 6 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/README.md -------------------------------------------------------------------------------- /chapter01/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter01/build.sbt -------------------------------------------------------------------------------- /chapter01/data/UserPurchaseHistory.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter01/data/UserPurchaseHistory.csv -------------------------------------------------------------------------------- /chapter01/src/main/scala/ScalaApp.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter01/src/main/scala/ScalaApp.scala -------------------------------------------------------------------------------- /chapter03/movielens_analysis.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter03/movielens_analysis.py -------------------------------------------------------------------------------- /chapter03/movielens_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter03/movielens_feature.py -------------------------------------------------------------------------------- /chapter04/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter04/build.sbt -------------------------------------------------------------------------------- /chapter04/data/u.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter04/data/u.data -------------------------------------------------------------------------------- /chapter04/data/u.item: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter04/data/u.item -------------------------------------------------------------------------------- /chapter04/src/main/scala/ScalaApp.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter04/src/main/scala/ScalaApp.scala -------------------------------------------------------------------------------- /chapter05/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter05/.DS_Store -------------------------------------------------------------------------------- /chapter05/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter05/build.sbt -------------------------------------------------------------------------------- /chapter05/data/train.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter05/data/train.tsv -------------------------------------------------------------------------------- /chapter05/data/train_noheader.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter05/data/train_noheader.tsv -------------------------------------------------------------------------------- /chapter05/src/main/scala/ScalaApp.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/chapter05/src/main/scala/ScalaApp.scala -------------------------------------------------------------------------------- /ml-100k/README: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/README -------------------------------------------------------------------------------- /ml-100k/allbut.pl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/allbut.pl -------------------------------------------------------------------------------- /ml-100k/mku.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/mku.sh -------------------------------------------------------------------------------- /ml-100k/u.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.data -------------------------------------------------------------------------------- /ml-100k/u.genre: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.genre -------------------------------------------------------------------------------- /ml-100k/u.info: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.info -------------------------------------------------------------------------------- /ml-100k/u.item: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.item -------------------------------------------------------------------------------- /ml-100k/u.occupation: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.occupation -------------------------------------------------------------------------------- /ml-100k/u.user: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u.user -------------------------------------------------------------------------------- /ml-100k/u1.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u1.base -------------------------------------------------------------------------------- /ml-100k/u1.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u1.test -------------------------------------------------------------------------------- /ml-100k/u2.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u2.base -------------------------------------------------------------------------------- /ml-100k/u2.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u2.test -------------------------------------------------------------------------------- /ml-100k/u3.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u3.base -------------------------------------------------------------------------------- /ml-100k/u3.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u3.test -------------------------------------------------------------------------------- /ml-100k/u4.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u4.base -------------------------------------------------------------------------------- /ml-100k/u4.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u4.test -------------------------------------------------------------------------------- /ml-100k/u5.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u5.base -------------------------------------------------------------------------------- /ml-100k/u5.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/u5.test -------------------------------------------------------------------------------- /ml-100k/ua.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/ua.base -------------------------------------------------------------------------------- /ml-100k/ua.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/ua.test -------------------------------------------------------------------------------- /ml-100k/ub.base: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/ub.base -------------------------------------------------------------------------------- /ml-100k/ub.test: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/ml-100k/ub.test -------------------------------------------------------------------------------- /notes/Hadoop入门.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Hadoop入门.md -------------------------------------------------------------------------------- /notes/JAVA两天速成.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/JAVA两天速成.md -------------------------------------------------------------------------------- /notes/Linux系统简要.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Linux系统简要.md -------------------------------------------------------------------------------- /notes/MySQL入门.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/MySQL入门.md -------------------------------------------------------------------------------- /notes/Python学习笔记.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Python学习笔记.md -------------------------------------------------------------------------------- /notes/Spark机器学习实战（一）Spark的环境搭建与简单销售统计应用.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Spark机器学习实战（一）Spark的环境搭建与简单销售统计应用.md -------------------------------------------------------------------------------- /notes/Spark机器学习实战（三）电影评分数据处理与特征提取.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Spark机器学习实战（三）电影评分数据处理与特征提取.md -------------------------------------------------------------------------------- /notes/Spark机器学习实战（二）电影评分数据获取与可视化.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/Spark机器学习实战（二）电影评分数据获取与可视化.md -------------------------------------------------------------------------------- /notes/user-4097708-1496196777.rar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/user-4097708-1496196777.rar -------------------------------------------------------------------------------- /notes/《Shell脚本学习指南》学习笔记.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/《Shell脚本学习指南》学习笔记.md -------------------------------------------------------------------------------- /notes/《Tanenbaum计算机网络》学习笔记.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/《Tanenbaum计算机网络》学习笔记.md -------------------------------------------------------------------------------- /notes/《Tanenbaum计算机网络》课后习题.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/《Tanenbaum计算机网络》课后习题.md -------------------------------------------------------------------------------- /notes/乘风破浪电影观感.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/乘风破浪电影观感.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（一）环境配置，实现WordCount.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（一）环境配置，实现WordCount.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（七）Spark编程进阶.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（七）Spark编程进阶.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（三）RDD编程.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（三）RDD编程.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（二）Scala基础.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（二）Scala基础.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（五）Scala进阶.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（五）Scala进阶.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（八）在集群上运行Spark.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（八）在集群上运行Spark.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（六）数据读取与保存.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（六）数据读取与保存.md -------------------------------------------------------------------------------- /notes/从零开始学习Spark（四）键值对操作.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/从零开始学习Spark（四）键值对操作.md -------------------------------------------------------------------------------- /notes/实习面试不完全记录.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/实习面试不完全记录.md -------------------------------------------------------------------------------- /notes/机器学习方法极简总结.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/机器学习方法极简总结.md -------------------------------------------------------------------------------- /notes/深度学习笔记.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/深度学习笔记.md -------------------------------------------------------------------------------- /notes/用Python玩转Hadoop.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/用Python玩转Hadoop.md -------------------------------------------------------------------------------- /notes/（转）google-Inception-v1---v4-papers-发展历程.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/（转）google-Inception-v1---v4-papers-发展历程.md -------------------------------------------------------------------------------- /notes/（转）什么是P问题、NP问题和NPC问题.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/luseiee/machineLearningWithSpark/HEAD/notes/（转）什么是P问题、NP问题和NPC问题.md --------------------------------------------------------------------------------