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@HammerLabML

Hammer Lab for Machine Learning

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

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. EPANET-PLUS EPANET-PLUS Public

    Forked from WaterFutures/EPANET-PLUS

    Merge of EPANET and EPANET-MSX, incl. a Python interface and some additional useful functions

    C

Repositories

Showing 10 of 68 repositories
  • PLMBiasMeasureBenchmark Public
    HammerLabML/PLMBiasMeasureBenchmark's past year of commit activity
    Jupyter Notebook 1 MIT 0 1 0 Updated Sep 8, 2026
  • 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 12 0 0 Updated Jul 17, 2026
  • EPANET-PLUS Public Forked from WaterFutures/EPANET-PLUS

    Merge of EPANET and EPANET-MSX, incl. a Python interface and some additional useful functions

    HammerLabML/EPANET-PLUS's past year of commit activity
    C 0 MIT 7 0 0 Updated Jul 16, 2026
  • Hu-CEMNIST Public Forked from ukuhl/Hu-CEMNIST

    This repository contains the Hu-CEMNIST dataset, a large-scale collection of human-generated counterfactual explanations (CFEs) for MNIST digits, together with the data collection interface and analysis code.

    HammerLabML/Hu-CEMNIST's past year of commit activity
    Python 0 2 0 0 Updated Jul 16, 2026
  • shapiq-package Public Forked from mmschlk/shapiq

    Shapley Interactions for Machine Learning

    HammerLabML/shapiq-package's past year of commit activity
    Python 0 MIT 74 0 0 Updated Jul 8, 2026
  • 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 9 0 0 Updated Jul 8, 2026
  • RBC-FNO-Surrogate Public
    HammerLabML/RBC-FNO-Surrogate's past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 25, 2026
  • 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 7 0 0 Updated Feb 16, 2026
  • 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 2 0 0 Updated Feb 16, 2026
  • PreSeCoLM Public

    Predicting Sensitive Concepts in Language Models

    HammerLabML/PreSeCoLM's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Feb 13, 2026
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