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algorithmlearning's Introduction

AlgorithmLearning

mashin learning / data mining

  • leastsquares 最小二乘法
  • katz_backoff 二元统计语言模型
  • page rank 网页质量算法
  • unordered_string_comparison 乱序字符串检验
  • orderd_matrix_check_integer 有序矩阵元素检查
  • diff_int 整数数组有几个不同的数
  • two_n_pow 2的n次幂 512< n < 1024
  • genetic 遗传算法
  • building 城堡优化问题
  • GibbsSampleing 吉布斯采样
  • LatentDirichletAnalysis LDA主题分解 使用Gibbs ***** Preprocessing
  • scale 零均值单位差
  • StandardScaler 计算训练机的平均值和标准差， 以便测试数据使用相同的变化
  • MinMaxScaler 最小最大值标准化
  • MaxAbsScaler 绝对值最大标准化

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