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Python-MachineLearning

数据挖掘课程作业的代码和学习机器学习相关内容的代码

Use

  • Python 2.7.12
  • Anaconda 4.1.1(64-bit)
  • sklearn
  • Recommander System

  • UserCF
  • ItemCF
  • 《参考推荐系统实践》

    Data Mining Assignment

    数据挖掘课程作业的代码

    hw1

    aim

  • 轨迹数据栅格化
  • 轨迹数据聚类
  • 轨迹数据可视化
  • use

  • lsh-hash
  • NearestNeighbors
  • hw2

    aim

  • 轨迹数据聚类
  • 比较不同的聚类算法
  • use

  • k-means
  • DBSACN
  • GaussianMixture
  • hw3

    关联规则

  • fp_growth
  • apriori
  • hw4

  • hmm
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