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tianchi_project
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天池竞赛
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tianchi_project
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# tianchi_project ## 项目结构 - **data_preprocess/** 数据预处理模块，包括将原始数据导入数据库（MySQL、MongoDB）的函数 - **user_modeling/** 用户建模模块，实现用户对商品的评分、用户购买行为分析等操作 - **recommend/** 商品推荐、购买预测模块 - **data/** 存储处理结果 - **log/** 存储日志 - **conf/** 存储配置文件 ___ ### data/ 结果文件说明 ├── popularity_desire_behaviorRate_data.csv ├── positive_userset_2015-04-10-17-43-38.json ├── positive_userset_2015-04-12-14-32-11.csv ├── result 存放推荐结果 │ ├── UserCF_recommend_3.csv │ ├── UserCF_recommend_3_intersect.csv │ ├── UserCF_recommend.csv │ └── UserCF_recommend_intersect.csv ├── split_train_test_sets 存放测试集和训练集 │ ├── test_set.csv │ └── train_set.csv ├── tianchi_mobile_recommend_train_item.csv 天池提供的商品集 └── user_view_item_num.csv 用户浏览商品数的结果
