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Accompanying repository for the ODD workshop paper: "The Effect of Hyperparameter Tuning on the Comparative Evaluation of Anomaly Detection Methods"

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The Effect of Hyperparameter Tuning on the Comparative Evaluation of Anomaly Detection Methods

Accompanying repository for the ODD workshop paper: "The Effect of Hyperparameter Tuning on the Comparative Evaluation of Anomaly Detection Methods"

To reproduce run python setup.py develop and run the notebooks in notebooks:

  • To get the data run the get_data.ipynb notebook
  • To calculate the results, run the notebooks starting with 1 in the notebooks/research
  • To process the results, run the notebooks starting with 2 in the notebooks/research
  • To generate the figures and tables from the paper, run the notebooks starting with 3 in the notebooks/research

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Accompanying repository for the ODD workshop paper: "The Effect of Hyperparameter Tuning on the Comparative Evaluation of Anomaly Detection Methods"

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