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mlexchange

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  1. mlex mlex Public

    MLExchange is software infrastructure that deploys machine learning models to beamline scientists

    Python 16 3

  2. mlex_highres_segmentation mlex_highres_segmentation Public

    A Dash interface for ML-based segmentation of user-annotated large multi-dimensional image data

    Python 5 4

  3. mlex_dlsia_segmentation_prototype mlex_dlsia_segmentation_prototype Public

    Jupyter Notebook 3 3

  4. mlex_dash_segmentation_demo mlex_dash_segmentation_demo Public

    A proof of concept running in docker-compose which launches a web app, with a dash front end which speaks to an ml_launcher service to preform arbitrary scientific segmenting tasks

    Python 2

  5. mlex_scientific_txt2image mlex_scientific_txt2image Public

    A diffusion model pipeline to generate realistic scientific dataset

    Python 2 1

  6. mlex_dash_component_editor mlex_dash_component_editor Public

    A script that builds adaptive dash components from keywords

    Python 1

Repositories

Showing 10 of 40 repositories
  • workflow-viz Public

    A Dash interface (in search of a better name) to setup a Prefect-powered workflow and visualize its results

    Python 0 0 3 0 Updated Mar 20, 2025
  • mlex_highres_segmentation Public

    A Dash interface for ML-based segmentation of user-annotated large multi-dimensional image data

    Python 5 4 22 5 Updated Mar 19, 2025
  • Python 0 2 7 0 Updated Mar 19, 2025
  • Python 0 1 0 2 Updated Mar 12, 2025
  • Python 0 1 0 0 Updated Mar 12, 2025
  • Python 0 1 0 1 Updated Mar 12, 2025
  • Python 0 3 5 1 Updated Mar 10, 2025
  • mlex_utils Public
    Python 0 1 0 0 Updated Mar 10, 2025
  • Python 0 0 0 0 Updated Mar 7, 2025
  • Jupyter Notebook 3 3 8 3 Updated Feb 28, 2025