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@wwu-mmll

Medical Machine Learning Lab - University of Münster

Machine Learning team at University of Münster, Institute for Translational Psychiatry

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  1. photonai photonai Public

    PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.

    Python 74 16

  2. photonai_neuro photonai_neuro Public

    Add-on module to simplify machine learning analyses for multimodal Magnetic Resonance Imaging (MRI) with photonai.

    Python 7 2

  3. photonai_explorer photonai_explorer Public

    Web-App to inspect your training, optimization and evaluation results generated by PHOTONAI

    JavaScript 2 1

  4. photonai_graph photonai_graph Public

    Photon Graph is an extension for the PHOTON framework that allows for the use of machine learning based on graphs.

    Python 10 1

  5. photonai_module_template photonai_module_template Public template

    Module template repository for PHOTONAI modules

    Python 1

  6. photonai_conformal photonai_conformal Public

    Conformal Predictions using photonai

    Python 1

Repositories

Showing 10 of 27 repositories
  • photonai Public

    PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.

    wwu-mmll/photonai’s past year of commit activity
    Python 74 GPL-3.0 16 6 2 Updated Dec 23, 2024
  • confound_corrected_cpm Public

    Python version of the Connectome-based Predictive Modelling framework

    wwu-mmll/confound_corrected_cpm’s past year of commit activity
    Python 0 0 0 0 Updated Dec 10, 2024
  • deepmriprep Public

    Neural network-based preprocessing of MRI data: Prepping brain images in seconds 🔥

    wwu-mmll/deepmriprep’s past year of commit activity
    Python 23 MIT 0 0 0 Updated Nov 7, 2024
  • photonai_module_template Public template

    Module template repository for PHOTONAI modules

    wwu-mmll/photonai_module_template’s past year of commit activity
    Python 0 MIT 1 0 1 Updated Aug 14, 2024
  • gatenet Public

    Official implementation of GateNet

    wwu-mmll/gatenet’s past year of commit activity
    Jupyter Notebook 7 0 2 0 Updated Jul 29, 2024
  • deepbet Public

    Fast brain extraction using neural networks

    wwu-mmll/deepbet’s past year of commit activity
    Python 26 MIT 3 0 0 Updated Jul 23, 2024
  • c-trus Public
    wwu-mmll/c-trus’s past year of commit activity
    1 0 0 0 Updated Feb 2, 2024
  • championat Public
    wwu-mmll/championat’s past year of commit activity
    0 0 0 0 Updated Dec 7, 2023
  • photonai_graph Public

    Photon Graph is an extension for the PHOTON framework that allows for the use of machine learning based on graphs.

    wwu-mmll/photonai_graph’s past year of commit activity
    Python 10 MIT 1 8 (1 issue needs help) 4 Updated Nov 13, 2023
  • A-Systematic-Evaluation-of-Machine-Learning-based-Biomarkers-for-Major-Depressive-Disorder Public

    This is the accompanying repository for our manuscript titled "A Systematic Evaluation of Machine Learning-based Biomarkers for Major Depressive Disorder across Modalities".

    wwu-mmll/A-Systematic-Evaluation-of-Machine-Learning-based-Biomarkers-for-Major-Depressive-Disorder’s past year of commit activity
    Python 3 0 0 0 Updated Oct 11, 2023
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