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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 2

  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 55 repositories
  • 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
  • shapiq-package Public Forked from mmschlk/shapiq

    Shapley Interactions for Machine Learning

    HammerLabML/shapiq-package’s past year of commit activity
    Python 0 MIT 26 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 2 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
  • 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 3, 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
  • tryoffdiff Public Forked from rizavelioglu/tryoffdiff

    Official repository of "TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models".

    HammerLabML/tryoffdiff’s past year of commit activity
    Python 0 16 0 0 Updated Jan 21, 2025
  • 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

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