mlexchange

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43 repositories

mlex_tomo_framework
Public
Other
•3•1•2•1•Updated Nov 20, 2025Nov 20, 2025
mlex_highres_segmentation
Public
A Dash interface for ML-based segmentation of user-annotated large multi-dimensional image data
Python
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Other
•6•7•29•4•Updated Nov 17, 2025Nov 17, 2025
SAXSWAXS_workflows
Public
Python
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Other
•3•0•3•2•Updated Nov 17, 2025Nov 17, 2025
mlex_dlsia_segmentation_prototype
Public
Jupyter Notebook
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Other
•4•5•9•1•Updated Nov 14, 2025Nov 14, 2025
mlex_latent_explorer
Public
Python
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Other
•5•1•20•4•Updated Nov 7, 2025Nov 7, 2025
mlex_data_clinic
Public
Python
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Other
•1•0•0•2•Updated Nov 7, 2025Nov 7, 2025
mlex_mlcoach
Public
This app provides a training/testing platform for neural networks with TensorFlow.
machine-learning neural-network image-classification tensorflow2
Python
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Other
•0•0•1•0•Updated Nov 7, 2025Nov 7, 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
Python
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Other
•0•0•9•0•Updated Nov 7, 2025Nov 7, 2025
mlex_prefect_worker
Public
Python
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Other
•5•0•8•2•Updated Nov 7, 2025Nov 7, 2025
mlex_utils
Public
Python
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Other
•2•0•1•1•Updated Nov 7, 2025Nov 7, 2025
workflow-viz
Public
A Dash interface (in search of a better name) to setup a Prefect-powered workflow and visualize its results
Python
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Other
•3•1•4•1•Updated Oct 27, 2025Oct 27, 2025
mlex_tiled_ingest
Public
Python
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Other
•3•1•0•0•Updated Aug 7, 2025Aug 7, 2025
mlex_file_manager
Public
Python
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Other
•2•0•1•0•Updated Jun 10, 2025Jun 10, 2025
mlex_clustering
Public
Python
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Other
•1•0•1•1•Updated May 27, 2025May 27, 2025
mlex_peak_fitting
Public
Jupyter Notebook
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Other
•0•0•0•0•Updated May 18, 2025May 18, 2025
mlex_pytorch_autoencoders
Public
Python
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Other
•1•0•0•1•Updated May 18, 2025May 18, 2025
react_gui_multimodal
Public
Jupyter Notebook
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Other
•2•0•2•0•Updated May 13, 2025May 13, 2025
mlex_image_classification
Public
Python
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Other
•0•0•0•0•Updated Apr 22, 2025Apr 22, 2025
mlex_dimension_reduction_umap
Public
Python
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Other
•1•0•1•0•Updated Mar 12, 2025Mar 12, 2025
mlex_multigpu_segmentation
Public
Python
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Other
•0•0•1•0•Updated Mar 3, 2025Mar 3, 2025
mlex_docs
Public
The MLExchange documentation generated by Sphinx
HTML
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Other
•0•0•0•0•Updated Feb 21, 2025Feb 21, 2025
mlex_dimension_reduction_pca
Public
Python
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Other
•1•1•0•0•Updated Feb 3, 2025Feb 3, 2025
1D_LSE
Public
1D Latent Space Explorer
Python
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Other
•0•0•0•0•Updated Feb 1, 2025Feb 1, 2025
mlex_scientific_txt2image
Public
A diffusion model pipeline to generate realistic scientific dataset
Python
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Other
•1•2•0•0•Updated Aug 31, 2024Aug 31, 2024
mlex_peak_detection
Public
ML tool to detect peaks in 1D XRD scattering data
curve-fitting peak-detection
Python
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Other
•0•0•0•8•Updated Jun 18, 2024Jun 18, 2024
mlex_mlflow_demo
Public
This repository contains several examples of mlflow tracking capabilities.
Jupyter Notebook
•1•0•0•0•Updated Jun 17, 2024Jun 17, 2024
mlex_rabbitmq_publisher
Public
Python
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Other
•0•0•0•0•Updated Jun 6, 2024Jun 6, 2024
mlex_content_registry
Public
Content registry and its APIs for the MLExchange platform
Python
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Other
•0•0•6•1•Updated Apr 9, 2024Apr 9, 2024
mlex
Public
MLExchange is software infrastructure that deploys machine learning models to beamline scientists
Python
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Other
•3•20•2•0•Updated Mar 15, 2024Mar 15, 2024
mlex_tf_ddim
Public
Jupyter Notebook
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Other
•1•0•1•0•Updated Feb 27, 2024Feb 27, 2024