KDD-OpenSource / DeepADoTS

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

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Unify Architectures and Hyperparameters

WGierke opened this issue · comments

  • Clarify which parameters to tune (Just train until convergence? Keep optimizers as described in papers? DAGMM: Vary the size of the latent dimension/number of Gaussians/...?)
  • Used Autoencoders and LSTMs should have the same structures
  • Update experiment results