/anomaly_detection

Anomaly detection in NAB dataset using mxnet and scikit-learn

Primary LanguageJupyter Notebook

Anomaly detection in NAB dataset.

Experiment with Amazon RDS CPU utilisation.

Methods:

  • scikit-learn K-means
  • scikit-learn IsolationForest
  • scikit-learn OneClassSVM
  • mxnet MLP
  • mxnet LSTM