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项目作者： forallx94

项目描述 ：
Anomaly detection for Sequential dataset
高级语言： Jupyter Notebook
项目地址: git://github.com/forallx94/Sequential_Anomaly_detecion.git
创建时间： 2021-02-01T07:17:26Z
项目社区：https://github.com/forallx94/Sequential_Anomaly_detecion
开源协议：
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Sequential Anomaly detecion

Anomaly detection for Sequential dataset

Model

  • ML
    • Isolation Forest
    • One-Class SVM
  • Autoencoder
    • LSTM Autoencoder
    • NN Autoencoder
    • Unsupervised log message anomaly detection (2 Autoencode + Isolation)

Will do

  • Prediction
    • NN
    • LSTM
    • Bidirectional LSTM
    • Residual Bidirectional LSTM

Reference