malykhin / anomaly_detection

Anomaly detection in NAB dataset using mxnet and scikit-learn

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