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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 17 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 5

  3. mlex_dlsia_segmentation_prototype mlex_dlsia_segmentation_prototype Public

    Jupyter Notebook 4 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
  • mlexchange/mlex_latent_explorer’s past year of commit activity
    Python 0 3 5 2 Updated Apr 24, 2025
  • workflow-viz Public

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

    mlexchange/workflow-viz’s past year of commit activity
    Python 0 0 3 1 Updated Apr 23, 2025
  • mlex_mlcoach Public

    This app provides a training/testing platform for neural networks with TensorFlow.

    mlexchange/mlex_mlcoach’s past year of commit activity
    Python 0 0 0 0 Updated Apr 22, 2025
  • mlexchange/mlex_image_classification’s past year of commit activity
    Python 0 0 0 0 Updated Apr 22, 2025
  • mlexchange/SAXSWAXS_workflows’s past year of commit activity
    Python 0 1 3 2 Updated Apr 18, 2025
  • mlex_highres_segmentation Public

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

    mlexchange/mlex_highres_segmentation’s past year of commit activity
    Python 5 5 22 2 Updated Apr 16, 2025
  • mlexchange/mlex_data_clinic’s past year of commit activity
    Python 0 1 0 2 Updated Apr 14, 2025
  • mlexchange/mlex_pytorch_autoencoders’s past year of commit activity
    Python 0 1 0 1 Updated Apr 14, 2025
  • mlex_labelmaker Public

    A Dash interface to: label image files for ml classification; and launch ML image classification workflows based on pre-defined tensorflow ml models

    mlexchange/mlex_labelmaker’s past year of commit activity
    Python 0 0 8 0 Updated Apr 8, 2025
  • mlexchange/mlex_tomo_framework’s past year of commit activity
    0 2 2 0 Updated Apr 2, 2025

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