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@HammerLabML

Hammer Lab for Machine Learning

Machine Learning Group led by Prof. Barbara Hammer at Bielefeld University

Welcome to Hammer Lab for Machine Learning!

We are the Machine Learning Group led by Prof. Barbara Hammer at Bielefeld University.

On this page you can find the accompanying source code of our publications 😃

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  1. shapiq-package shapiq-package Public

    Forked from mmschlk/shapiq

    Shapley Interactions for Machine Learning

    Python

  2. EPyT-Flow EPyT-Flow Public

    Forked from WaterFutures/EPyT-Flow

    A high-level interface designed for the easy generation of hydraulic and water quality scenario data.

    Python

  3. geoconv geoconv Public

    Forked from andreasMazur/geoconv

    A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools an…

    Python

  4. WaterBenchmarkHub WaterBenchmarkHub Public

    Forked from WaterFutures/WaterBenchmarkHub

    A collection of benchmark resources regarding Water Distribution Networks

    Python 1

  5. iXAI iXAI Public

    Forked from mmschlk/iXAI

    Fast and incremental explanations for online machine learning models. Works best with the river framework.

    Python

  6. ceml ceml Public

    Forked from andreArtelt/ceml

    CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox

    Python

Repositories

Showing 10 of 51 repositories
  • WaterBenchmarkHub Public Forked from WaterFutures/WaterBenchmarkHub

    A collection of benchmark resources regarding Water Distribution Networks

    HammerLabML/WaterBenchmarkHub’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Dec 10, 2024
  • EPyT-Flow Public Forked from WaterFutures/EPyT-Flow

    A high-level interface designed for the easy generation of hydraulic and water quality scenario data.

    HammerLabML/EPyT-Flow’s past year of commit activity
    Python 0 MIT 4 0 0 Updated Dec 10, 2024
  • shapiq-package Public Forked from mmschlk/shapiq

    Shapley Interactions for Machine Learning

    HammerLabML/shapiq-package’s past year of commit activity
    Python 0 MIT 13 0 0 Updated Dec 10, 2024
  • FairnessInWDSs_extended Public Forked from jstrotherm/FairnessInWDSs_extended

    Fairness-enhancing machine learning methods in the domain of water distribution networks (extended version).

    HammerLabML/FairnessInWDSs_extended’s past year of commit activity
    Jupyter Notebook 0 MIT 1 0 0 Updated Oct 21, 2024
  • AnalyzingInfluenceTrainingSamplesExplanations Public Forked from andreArtelt/AnalyzingInfluenceTrainingSamplesExplanations

    "Analyzing the Influence of Training Samples on Explanations" by André Artelt et al.

    HammerLabML/AnalyzingInfluenceTrainingSamplesExplanations’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Oct 17, 2024
  • ceml Public Forked from andreArtelt/ceml

    CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox

    HammerLabML/ceml’s past year of commit activity
    Python 0 MIT 11 0 0 Updated Oct 11, 2024
  • fashionfail Public Forked from rizavelioglu/fashionfail

    Official repository of "FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation".

    HammerLabML/fashionfail’s past year of commit activity
    Python 0 1 0 0 Updated Sep 11, 2024
  • HammerLabML/MeasuringFairnessWithBiasedData’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Aug 28, 2024
  • geoconv Public Forked from andreasMazur/geoconv

    A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

    HammerLabML/geoconv’s past year of commit activity
    Python 0 GPL-3.0 1 0 0 Updated Aug 5, 2024
  • DataPoisoningCounterfactuals Public Forked from andreArtelt/DataPoisoningCounterfactuals

    "The Effect of Data Poisoning on Counterfactual Explanations" by André Artelt et al.

    HammerLabML/DataPoisoningCounterfactuals’s past year of commit activity
    Python 0 MIT 1 0 0 Updated May 21, 2024