jogrundy / outlier_detection

A range of machine learning algorithms to detect outliers on multivariate data

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Outlier Detection

A range of machine learning algorithms to detect outliers on multivariate data.

Contains supplementary information for the paper 'Effective Simple Approaches to Multivariate Time Series Anomaly Detection'

The plots are generated using the three jupyter notebook files

Dependencies are in the yml file, for manual install I used

jupyter pytorch scikit-learn pandas datetime stopit matplotlib

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A range of machine learning algorithms to detect outliers on multivariate data

License:MIT License


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Language:Jupyter Notebook 84.3%Language:Python 15.7%