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USTC-ML

本仓库记录在USTC学习连德富老师机器学习概论课程的所有资料,包括PPT、书籍和实验代码。

实验如下:

  • LAB1: logistic回归
  • LAB2: XGboost实现
  • LAB3: 聚类算法
  • LAB4: 潜在狄里克雷分配(LDA)实现

所有实验为实验名+.py命名格式,供大家参考。

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