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    16 repositories

    • 2024CCFAiopsDatasets

      Public
      2024 CCF 国际AIOPS挑战赛数据集
      Python
      •0•1•0•0•Updated Dec 6, 2024Dec 6, 2024

    • SelfLog

      Public
      Python
      •0•1•0•0•Updated Aug 24, 2024Aug 24, 2024

    • EasyTSAD

      Public
      A framework for easy running and evaluating your TSAD algorithm.
      Python
      •
      GNU General Public License v3.0
      •21•17•0•0•Updated Aug 24, 2024Aug 24, 2024

    • ActiveDNS

      Public
      Python
      •0•0•0•0•Updated Jul 23, 2024Jul 23, 2024

    • FCVAE

      Public
      Code of FCVAE accepted by WWW 2024
      Python
      •8•54•2•0•Updated Feb 27, 2024Feb 27, 2024

    • datasets

      Public
      The datasets of TSAD
      2•8•0•0•Updated Feb 21, 2024Feb 21, 2024

    • Dataset-for-TSAD

      Public
      Python
      •
      GNU General Public License v3.0
      •1•2•0•0•Updated Feb 8, 2024Feb 8, 2024

    • TranAD

      Public
      [VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •166•0•0•0•Updated Feb 27, 2023Feb 27, 2023

    • OmniAnomaly

      Public
      KDD 2019: Robust Anomaly Detection for Multivariate Time Series through Stochastic Recurrent Neural Network
      Python
      •
      MIT License
      •206•0•0•0•Updated Jan 28, 2023Jan 28, 2023

    • telemanom

      Public
      LSTM-NDT
      Jupyter Notebook
      •
      Other
      •254•0•0•0•Updated Jan 26, 2023Jan 26, 2023

    • DVGCRN

      Public
      add swat and wadi in branch swat
      Python
      •6•0•0•0•Updated Jan 25, 2023Jan 25, 2023

    • InterFusion

      Public
      KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
      Python
      •
      MIT License
      •47•0•0•0•Updated Jan 3, 2023Jan 3, 2023

    • Anomaly-Transformer

      Public
      About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
      Python
      •
      MIT License
      •214•0•0•0•Updated Aug 6, 2022Aug 6, 2022

    • usad

      Public
      usad
      Jupyter Notebook
      •
      Other
      •61•0•0•0•Updated Mar 24, 2022Mar 24, 2022

    • DAGMM

      Public
      DAGMM Tensorflow implementation
      Jupyter Notebook
      •
      MIT License
      •54•0•0•0•Updated Dec 4, 2020Dec 4, 2020

    • MAD-GANs

      Public
      Applied generative adversarial networks (GANs) to do anomaly detection for time series data
      Python
      •163•0•0•0•Updated Aug 14, 2019Aug 14, 2019