分享一个 Go 语言实现的推荐系统引擎 - V2EX
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snxsixsixsix

分享一个 Go 语言实现的推荐系统引擎

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  •   snxsixsixsix Sep 23, 2018 6193 views
    This topic created in 2777 days ago, the information mentioned may be changed or developed.

    分享一下自己最近使用 GO 语言编写的推荐系统工具包(模仿Suprise),已经实现了以下功能:

    • 数据:支持从公开数据集(MovieLens)和文本文件读取数据,支持数据集分割、导出等功能;
    • 算法:实现了九种协同过滤推荐算法
    • 评估:支持交叉验证评估模型,支持网格搜索选择最佳超参组合。

    项目代码地址: https://github.com/ZhangZhenghao/gorse

    项目文档地址: https://godoc.org/github.com/ZhangZhenghao/gorse

    推荐算法介绍: https://sine-x.com/gorse-1/

    推荐系统涉及的内容非常多,所以项目还需要不断完善。我也不知道这个项目有没有什么用处,不过我还是想分享一下:D

    7 replies    2021-01-27 17:13:30 +08:00
    Philippa
        1
    Philippa  
       Sep 23, 2018
    Nice,封装成 CLI+API 调用我觉得会蛮有受众的。
    snxsixsixsix
        2
    snxsixsixsix  
    OP
       Sep 23, 2018   1
    @Philippa 我目前正在开发使用 Lua 作为脚本语言的 CLI,以后还想开发独立运行的微服务 :D
    echisan     3
    echisan  
       Sep 23, 2018 via iPhone
    顶一下,刚好想学习一下这方面的知识 w
    snxsixsixsix
        4
    snxsixsixsix  
    OP
       Sep 23, 2018
    @echisan 我也是新手,一起学习,共同进步 ^_^
    fatttt
        5
    fatttt  
       Sep 23, 2018 via Android
    看见算法里面的公式,好懵比
    snxsixsixsix
        6
    snxsixsixsix  
    OP
       Sep 23, 2018
    @fatttt 把公式当成简洁版的伪代码好了,贴代码的话太复杂就没法看了~
    qq1340691923
        7
    qq1340691923  
       Jan 27, 2021
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