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  1. .. rlcard documentation master file, created by

  2.    sphinx-quickstart on Thu Sep  5 18:45:31 2019.

  3.    You can adapt this file completely to your liking, but it should at least

  4.    contain the root `toctree` directive.

  5. 

  6. .. toctree::

  7.    :glob:

  8.    :caption: Documentation:

  9. 

  10.    overview

  11.    getting_started

  12. 

  13. 

  14. .. toctree::

  15.    :glob:

  16.    :caption: API Documents:

  17. 

  18.    tods.data_processing

  19.    tods.timeseries_processing

  20.    tods.feature_analysis

  21.    tods.detection_algorithm

  22.    tods.reinforcement

  23. 

  24. 

  25. 

  26. Indices and tables

  27. ==================

  28. 

  29. * :ref:`genindex`

  30. * :ref:`modindex`

  31. * :ref:`search`

全栈的自动化机器学习系统，主要针对多变量时间序列数据的异常检测。TODS提供了详尽的用于构建基于机器学习的异常检测系统的模块，它们包括：数据处理（data processing），时间序列处理（ time series processing），特征分析（feature analysis)，检测算法（detection algorithms），和强化模块（ reinforcement module）。这些模块所提供的功能包括常见的数据预处理、时间序列数据的平滑或变换，从时域或频域中抽取特征、多种多样的检测算