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校内项目

毕设：基于Apriori算法的乳腺癌数据分析

  • 使用Tkinter编写的可视化操作界面
  • 用户的注册，登录，权限，管理功能
  • 病人的信息与问诊记录管理
  • 软件上的数据库操作，训练集的增删改查
  • 业务操作过程中的各异常处理
  • 基于K-NN算法的模型调整与预诊断
  • 基于Apriori算法的模型调整与预诊断

星巴克数据分析

  • 数据清洗
  • 根据指定国家，采用数据可视化展现出给出星巴克门店数量Top-k多的城市
  • 针对用户给出的当前位置，给出推荐的附近k个星巴克的位置
  • 根据文件中的数据，选择某个城市，给出热门商区的预测（Mean-Shift算法）

数据挖掘算法作业

自然语言处理大作业

​ 有可视化界面的英语学习软件

  • 单词背诵功能
  • 单词查找功能
  • 单词纠错功能

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