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DML

机器学习算法库,主要涉及:主题模型、分类回归模型、聚类、优化方法、时间序列分析等方面。

###目前提供的binary包括:

  • topic model (sparse-lda)
  • logistic regression(lr)
  • gradient boosting decision tree(gbdt)

###时间序列分析中主要涉及了:

  • 时序比较(dp based methods)
  • 时序平滑及异常点检测(loess)
  • 时序断点检测(breakout)
  • 时序数据集字典发现(pattern)

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MLib, Involved with: TopicModel、Regression、TreeBasedModel、TimeSeries、 Optimization method,etc

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