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model-management

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awesome-mlops / awesome-ml-monitoring

Star 90

A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀

data-science machine-learning deep-learning datascience dataops data-management data-cleaning model-management concept-drift data-quality aiops machine-learning-platform data-monitoring mlops model-monitoring model-performance data-drift model-explainability model-drift
  • Updated May 7, 2024

kleveross / klever-model-registry

Star 82

Cloud Native Machine Learning Model Registry

docker machine-learning deep-learning cloud-native model-management harbor model-versioning
  • Updated Jan 12, 2023
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awesome-mlops / awesome-ml-pipelines

Star 30

A curated list of awesome open source tools and commercial products that will help you manage machine learning and data-science workflows and pipelines 🚀

workflow data-science machine-learning awesome deep-learning pipelines datascience dataops awesome-list data-management model-management aiops machine-learning-platform machine-learning-projects machine-learning-training mlops ml-pipeline
  • Updated Apr 20, 2022

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