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@SURF-ML

SURF-ML

Official repository of the SURF Machine Learning Team.
README.md

SURF-ML is the official git repository of SURF's (high-performance) machine learning team. In here you can find codebases for projects, tutorials, workshops and more!

More information about SURF and AI/ML

Projects

Besides the official projects below, there are additional repositories to support researchers in machine learning on HPC here

Active projects

Project Official website Code
GPT-NL Website TBA
Hereditary Website TBA
OpenEuroLLM Website GitHub

Finished projects:

Contact Us

  • For any queries or suggestions, feel free to reach out to us through the contact information
  • For Snellius questions, refer to here
  • For Snellius tutorials on machine learning, refer to here

License

Most of our projects are licensed under the terms of the MIT License. Please refer to the individual projects README and license file for more detailed information.

Popular repositories Loading

  1. 3D-VQ-VAE-2 3D-VQ-VAE-2 Public

    3D VQ-VAE-2 for high-resolution CT scan synthesis

    Python 46 8

  2. 2D-VQ-AE-2 2D-VQ-AE-2 Public

    2D Vector-Quantized Auto-Encoder for compression of Whole-Slide Images in Histopathology

    Python 16 2

  3. HPML-course-materials HPML-course-materials Public

    Contains all course materials from the HPML group

    Jupyter Notebook 14 7

  4. Packed-Data-Formats Packed-Data-Formats Public

    Python 7 1

  5. dcgmi_top dcgmi_top Public

    Python 1

  6. Megatron-LM-Snellius Megatron-LM-Snellius Public

    Shell 1

Repositories

Showing 10 of 10 repositories
  • Megatron-LM-Snellius Public
    SURF-ML/Megatron-LM-Snellius’s past year of commit activity
    Shell 1 MIT 0 0 0 Updated May 13, 2025
  • HPML_Slides Public

    Public Slides for HPML

    SURF-ML/HPML_Slides’s past year of commit activity
    0 0 0 0 Updated May 12, 2025
  • .github Public
    SURF-ML/.github’s past year of commit activity
    0 0 0 0 Updated May 8, 2025
  • pytorch-launchers Public

    Repo of examples on how to use various PyTorch launchers

    SURF-ML/pytorch-launchers’s past year of commit activity
    Python 0 0 0 0 Updated May 7, 2025
  • gpu-perf-check Public

    Checking basic performance metrics of Snellius GPUs

    SURF-ML/gpu-perf-check’s past year of commit activity
    Python 0 0 0 0 Updated May 6, 2025
  • HPML-course-materials Public

    Contains all course materials from the HPML group

    SURF-ML/HPML-course-materials’s past year of commit activity
    Jupyter Notebook 14 MIT 7 0 0 Updated Apr 29, 2025
  • dcgmi_top Public
    SURF-ML/dcgmi_top’s past year of commit activity
    Python 1 0 0 0 Updated Oct 30, 2024
  • 2D-VQ-AE-2 Public

    2D Vector-Quantized Auto-Encoder for compression of Whole-Slide Images in Histopathology

    SURF-ML/2D-VQ-AE-2’s past year of commit activity
    Python 16 2 4 0 Updated Jul 18, 2024
  • Packed-Data-Formats Public
    SURF-ML/Packed-Data-Formats’s past year of commit activity
    Python 7 1 0 0 Updated Mar 9, 2023
  • 3D-VQ-VAE-2 Public

    3D VQ-VAE-2 for high-resolution CT scan synthesis

    SURF-ML/3D-VQ-VAE-2’s past year of commit activity
    Python 46 8 5 0 Updated Jan 11, 2022

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