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@KDD-OpenSource Chair of Data Science and Data Engineering @ TU Dortmund

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    Repositories list

    41 repositories

    • DeepADoTS

      Public
      Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
      timeseriesdeep-learningtime-series
      timeseriesdeep-learningtime-seriestensorflowpytorchanomaly-detection
      Python
      •
      MIT License
      •116•601•12•1•Updated Apr 13, 2026Apr 13, 2026

    • SYRAN

      Public
      SYRAN (SYmbolic Regression for unsupervised ANomaly detection) learns an ensemble of human-readable equations that describe symbolic invariants: functions that …
      Python
      •1•3•0•0•Updated Mar 1, 2026Mar 1, 2026

    • SEAN

      Public
      C++
      •0•0•0•0•Updated Sep 8, 2025Sep 8, 2025

    • DEAN

      Public
      Python
      •0•1•0•0•Updated Jul 2, 2025Jul 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 ad…
      Python
      •0•0•0•0•Updated May 27, 2025May 27, 2025

    • slidshaps

      Public
      Python
      •
      MIT License
      •2•0•0•0•Updated May 20, 2024May 20, 2024

    • ProtoAD

      Public
      Python
      •
      MIT License
      •1•0•0•0•Updated May 20, 2024May 20, 2024

    • STAD

      Public
      Python
      •
      MIT License
      •1•1•0•0•Updated May 20, 2024May 20, 2024

    • CETS

      Public
      MIT License
      •1•0•1•0•Updated Apr 8, 2024Apr 8, 2024

    • PalletEns

      Public
      Python
      •1•0•0•0•Updated Mar 18, 2024Mar 18, 2024

    • trustscore

      Public
      Python
      •1•1•0•0•Updated Mar 12, 2024Mar 12, 2024

    • ensemble_shapley

      Public
      Python
      •1•0•0•0•Updated Feb 12, 2024Feb 12, 2024

    • QUGA

      Public
      This repository contains both supplementary material and the code for the publication "QUGA Quality Guarantees for Autoencoders Using Unsupervised Adversarial E…
      TeX
      •0•2•0•2•Updated Feb 1, 2024Feb 1, 2024

    • Topological_Transf

      Public
      Shows the correlation between topological distance and adversarial transferability
      Python
      •0•0•0•0•Updated Oct 11, 2023Oct 11, 2023

    • Unsupervised-Deepview

      Public
      An explainability method for uncertainties in unsupervised learning
      Python
      •0•0•0•0•Updated Jun 12, 2023Jun 12, 2023

    • ContrastAD

      Public
      Python
      •
      MIT License
      •1•2•0•0•Updated Jun 6, 2023Jun 6, 2023

    • EvaluatingAnomalyEnsembles

      Public
      Source code for Evaluating and Comparing Heterogeneous Ensemble Methods for Unsupervised Anomaly Detection (IJCNN 2023)
      Python
      •0•0•0•0•Updated May 26, 2023May 26, 2023

    • DMC2023

      Public
      Data Mining Cup 2023
      HTML
      •0•0•0•0•Updated Apr 20, 2023Apr 20, 2023

    • DEAN-old

      Public
      Deep Ensemble Anomaly Detection
      Python
      •0•1•0•0•Updated Dec 19, 2022Dec 19, 2022

    • Robustify

      Public
      PureBasic
      •0•1•0•0•Updated Dec 1, 2022Dec 1, 2022

    • robust_AE

      Public
      C++
      •0•0•0•0•Updated Nov 17, 2022Nov 17, 2022

    • adept

      Public
      MIT License
      •0•0•0•0•Updated Jul 14, 2022Jul 14, 2022

    • geox-young-academy

      Public archive
      Geo.X Young Academy
      Jupyter Notebook
      •
      MIT License
      •7•0•5•1•Updated Jun 17, 2022Jun 17, 2022

    • OSIMAB-public

      Public
      Python
      •
      MIT License
      •0•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • coreq

      Public
      CORelation EQuivalence (COREQ) algorithm to compute low redundancy correlation matrices
      C
      •
      MIT License
      •0•1•0•0•Updated Jan 30, 2020Jan 30, 2020

    • agots

      Public
      Anomaly Generator on Time Series
      datageneratortime-series
      datageneratortime-seriesanomaly
      Python
      •18•56•1•0•Updated Nov 21, 2019Nov 21, 2019

    • neo4j-graph-algorithms

      Public
      Efficient Graph Algorithms for Neo4j
      Java
      •
      GNU General Public License v3.0
      •196•2•0•2•Updated Oct 31, 2018Oct 31, 2018

    • 32de-python

      Public
      Server component of graph exploration tool with meta-paths
      graphexplorationmeta-path
      graphexplorationmeta-path
      Jupyter Notebook
      •
      MIT License
      •0•1•8•1•Updated Sep 22, 2018Sep 22, 2018

    • 32de-UI

      Public
      UI component of graph exploration tool with meta-paths
      graphexplorationmeta-path
      graphexplorationmeta-path
      JavaScript
      •0•0•5•1•Updated Jun 27, 2018Jun 27, 2018

    • chair-website-template

      Public
      HTML
      •0•0•0•0•Updated Jun 13, 2018Jun 13, 2018
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