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@KDD-OpenSource

Chair of Data Science and Data Engineering @ TU Dortmund

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  1. DeepADoTS DeepADoTS Public

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

    Python 601 116

  2. agots agots Public

    Anomaly Generator on Time Series

    Python 56 18

  3. data-generation data-generation Public

    The repository provides a synthetic multivariate time series data generator. The implementation is an extention of the cylinder-bell-funnel time series data generator. The scipt enables synthetic d…

    Jupyter Notebook 14 4

  4. fexum fexum Public

    Framework for Exploring and Understanding Multivariate Correlations

    Python 10

  5. fexum-frontend fexum-frontend Public

    Framework for Exploring and Understanding Multivariate Correlations

    CoffeeScript 4

  6. fexum-hics fexum-hics Public

    HiCS in Python

    Python 3

Repositories

Showing 10 of 41 repositories
  • DeepADoTS Public

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

    KDD-OpenSource/DeepADoTS's past year of commit activity
    Python 601 MIT 116 12 1 Updated Apr 13, 2026
  • SYRAN Public

    SYRAN (SYmbolic Regression for unsupervised ANomaly detection) learns an ensemble of human-readable equations that describe symbolic invariants: functions that are approximately constant on normal data.

    KDD-OpenSource/SYRAN's past year of commit activity
    Python 3 1 0 0 Updated Mar 1, 2026
  • SEAN Public
    KDD-OpenSource/SEAN's past year of commit activity
    C++ 0 0 0 0 Updated Sep 8, 2025
  • DEAN Public
    KDD-OpenSource/DEAN's past year of commit activity
    Python 1 0 0 0 Updated Jul 2, 2025
  • Certainty-Attacks Public

    This repo shows the code for our paper "Certainty attacks using explainability preprocessing". We show that metrics such as certainty that are often used for adversarial attack detection can be easily manipulated by incorporating even simple XAI techniques.

    KDD-OpenSource/Certainty-Attacks's past year of commit activity
    Python 0 0 0 0 Updated May 27, 2025
  • slidshaps Public
    KDD-OpenSource/slidshaps's past year of commit activity
    Python 0 MIT 2 0 0 Updated May 20, 2024
  • ProtoAD Public
    KDD-OpenSource/ProtoAD's past year of commit activity
    Python 0 MIT 1 0 0 Updated May 20, 2024
  • STAD Public
    KDD-OpenSource/STAD's past year of commit activity
    Python 1 MIT 1 0 0 Updated May 20, 2024
  • CETS Public
    KDD-OpenSource/CETS's past year of commit activity
    0 MIT 1 1 0 Updated Apr 8, 2024
  • PalletEns Public
    KDD-OpenSource/PalletEns's past year of commit activity
    Python 0 1 0 0 Updated Mar 18, 2024

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