OpenI/tods: 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 - datasets/anomaly_reserve/kpi/TRAIN/problem_TRAIN/dataSplits.csv at 5b0b42efcbd7ab03da315a795010c16e7df36af3 - tods

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104 kB Raw Blame History

104 kB

Raw Blame History