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tods/examples/sk_examples
hwy893747147 40992a5ca8 initial push 4 years ago
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500_UCR_Anomaly_robotDOG1_10000_19280_19360.txt initial push 4 years ago
DeepLog_test.py initial push 4 years ago
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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

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