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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. EPyT-Control EPyT-Control Public

    Forked from WaterFutures/EPyT-Control

    A Python package for implementing and evaluating control algorithms & strategies in smart water networks.

    Python 1

  4. WaterBenchmarkHub WaterBenchmarkHub Public

    Forked from WaterFutures/WaterBenchmarkHub

    A collection of benchmark resources regarding Water Distribution Networks

    Python 1

  5. 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

  6. iXAI iXAI Public

    Forked from mmschlk/iXAI

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

    Python

Repositories

Showing 10 of 56 repositories
  • PreSeCoLM Public

    Predicting Sensitive Concepts in Language Models

    HammerLabML/PreSeCoLM’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Mar 31, 2025
  • 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 Mar 25, 2025
  • shapiq-package Public Forked from mmschlk/shapiq

    Shapley Interactions for Machine Learning

    HammerLabML/shapiq-package’s past year of commit activity
    Python 0 MIT 33 0 0 Updated Mar 23, 2025
  • RBC-Control-SARL Public

    Control of Rayleigh-Bénard Convection: Effectiveness of Reinforcement Learning in the Turbulent Regime

    HammerLabML/RBC-Control-SARL’s past year of commit activity
    0 MIT 0 0 0 Updated Mar 20, 2025
  • iXAI Public Forked from mmschlk/iXAI

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

    HammerLabML/iXAI’s past year of commit activity
    Python 0 MIT 4 0 0 Updated Mar 12, 2025
  • 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 5 0 0 Updated Mar 12, 2025
  • EPyT-Control Public Forked from WaterFutures/EPyT-Control

    A Python package for implementing and evaluating control algorithms & strategies in smart water networks.

    HammerLabML/EPyT-Control’s past year of commit activity
    Python 1 MIT 3 0 0 Updated Mar 12, 2025
  • 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 Mar 12, 2025
  • SPIGNNs_for_WDSs Public Forked from inaamashraf/SPIGNNs_for_WDSs

    Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems.

    HammerLabML/SPIGNNs_for_WDSs’s past year of commit activity
    Jupyter Notebook 0 1 0 0 Updated Feb 19, 2025
  • physics_informed_gnns_for_wds Public Forked from inaamashraf/physics_informed_gnns_for_wds

    Official code for the paper: Physics-Informed Graph Neural Networks for Water Distribution Systems

    HammerLabML/physics_informed_gnns_for_wds’s past year of commit activity
    Python 1 2 0 0 Updated Feb 11, 2025

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