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@awesome-mlops

Awesome MLOps

Curated lists of awesome open source and commercial MLOps platforms and tools

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  1. awesome-ml-experiment-management awesome-ml-experiment-management Public

    A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

    68 3

  2. awesome-ml-monitoring awesome-ml-monitoring Public

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

    57 6

  3. awesome-data-management awesome-data-management Public

    A curated list of awesome open source tools and commercial products to catalog, version, and manage data 🚀

    22 3

  4. awesome-ml-serving awesome-ml-serving Public

    A curated list of awesome open source and commercial platforms for serving models in production 🚀

    20

  5. awesome-mlops-platforms awesome-mlops-platforms Public

    A curated list of awesome open source and commercial MLOps platforms 🚀

    12 1

  6. awesome-ml-pipelines awesome-ml-pipelines Public

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

    8 2

Repositories

Showing 9 of 9 repositories
  • awesome-ml-experiment-management Public

    A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management 🚀

    awesome-mlops/awesome-ml-experiment-management’s past year of commit activity
    68 Apache-2.0 3 0 2 Updated Jun 21, 2024
  • awesome-ml-monitoring Public

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

    awesome-mlops/awesome-ml-monitoring’s past year of commit activity
    57 Apache-2.0 6 0 3 Updated May 7, 2024
  • awesome-data-management Public

    A curated list of awesome open source tools and commercial products to catalog, version, and manage data 🚀

    awesome-mlops/awesome-data-management’s past year of commit activity
    22 Apache-2.0 3 0 0 Updated Apr 20, 2022
  • awesome-ml-pipelines Public

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

    awesome-mlops/awesome-ml-pipelines’s past year of commit activity
    8 Apache-2.0 2 0 0 Updated Apr 20, 2022
  • awesome-hyperparameter-optimization Public

    A curated list of awesome open source tools and commercial products for autoML hyperparameter tuning 🚀

    awesome-mlops/awesome-hyperparameter-optimization’s past year of commit activity
    3 Apache-2.0 1 0 0 Updated Apr 20, 2022
  • awesome-mlops-kubernetes Public

    A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀

    awesome-mlops/awesome-mlops-kubernetes’s past year of commit activity
    7 Apache-2.0 1 0 0 Updated Apr 20, 2022
  • awesome-ml-serving Public

    A curated list of awesome open source and commercial platforms for serving models in production 🚀

    awesome-mlops/awesome-ml-serving’s past year of commit activity
    20 Apache-2.0 0 0 0 Updated Apr 20, 2022
  • awesome-mlops-platforms Public

    A curated list of awesome open source and commercial MLOps platforms 🚀

    awesome-mlops/awesome-mlops-platforms’s past year of commit activity
    12 Apache-2.0 1 0 0 Updated Apr 20, 2022
  • awesome-feature-store Public

    A curated list of awesome open source and commercial feature store tools and platforms 🚀

    awesome-mlops/awesome-feature-store’s past year of commit activity
    7 Apache-2.0 1 0 0 Updated Apr 20, 2022

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