mlexchange

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38 repositories

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
•0•0•2•2•Updated Feb 8, 2025Feb 8, 2025
mlex_latent_explorer
Public
Python
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Other
•2•0•1•1•Updated Feb 8, 2025Feb 8, 2025
SAXSWAXS_workflows
Public
Python
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Other
•1•0•2•1•Updated Feb 8, 2025Feb 8, 2025
mlex_dimension_reduction_pca
Public
Python
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Other
•1•0•0•0•Updated Feb 3, 2025Feb 3, 2025
mlex_dimension_reduction_umap
Public
Python
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Other
•1•0•0•0•Updated Feb 3, 2025Feb 3, 2025
mlex_utils
Public
Python
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Other
•1•0•0•0•Updated Feb 1, 2025Feb 1, 2025
mlex_file_manager
Public
Python
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Other
•1•0•1•0•Updated Feb 1, 2025Feb 1, 2025
mlex_dlsia_segmentation_prototype
Public
Jupyter Notebook
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Other
•3•3•8•1•Updated Oct 7, 2024Oct 7, 2024
mlex_scientific_txt2image
Public
A diffusion model pipeline to generate realistic scientific dataset
Python
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Other
•0•2•0•0•Updated Aug 31, 2024Aug 31, 2024
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
•4•5•22•3•Updated Aug 8, 2024Aug 8, 2024
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•0•0•Updated Aug 8, 2024Aug 8, 2024
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•8•0•Updated Aug 8, 2024Aug 8, 2024
mlex_data_clinic
Public
Python
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Other
•0•0•0•1•Updated Aug 7, 2024Aug 7, 2024
mlex_tomo_framework
Public
Other
•1•0•2•0•Updated Jul 25, 2024Jul 25, 2024
mlex_prefect_worker
Public
Python
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Other
•2•0•6•2•Updated Jul 25, 2024Jul 25, 2024
mlex_pytorch_autoencoders
Public
Python
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Other
•0•0•0•0•Updated Jul 20, 2024Jul 20, 2024
mlex_image_classification
Public
Python
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Other
•0•0•0•0•Updated Jul 20, 2024Jul 20, 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•14•2•0•Updated Mar 15, 2024Mar 15, 2024
mlex_tiled_ingest
Public
Python
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GNU General Public License v3.0
•2•0•0•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
mlex_computing_api
Public
A collection of shared utilities/libraries, created with the goal of wrapping in a REST api
Python
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Other
•3•0•4•0•Updated Feb 21, 2024Feb 21, 2024
mlex_pytorch_HFspace
Public
Python
•1•0•0•0•Updated Dec 21, 2023Dec 21, 2023
mlex_dash_component_editor
Public
A script that builds adaptive dash components from keywords
Python
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Other
•0•1•0•0•Updated Nov 13, 2023Nov 13, 2023
als_ml_tutorial
Public
Materials for Hands-On Machine Learning in Python 2023
Jupyter Notebook
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Other
•2•1•0•0•Updated Sep 19, 2023Sep 19, 2023
mlex_random_forest
Public
Gherkin
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Other
•0•0•0•0•Updated Sep 5, 2023Sep 5, 2023
mlex_active_learning
Public
Framework for an active learning pipeline
Python
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Other
•2•0•0•0•Updated Aug 11, 2023Aug 11, 2023