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@kubeflow

Kubeflow

Kubeflow is an open, community driven project to make it easy to deploy and manage an ML stack on Kubernetes

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  1. pipelines pipelines Public

    Machine Learning Pipelines for Kubeflow

    Python 4k 1.8k

  2. trainer trainer Public

    Distributed AI Model Training and Fine-Tuning on Kubernetes

    Go 2k 835

  3. sdk sdk Public

    Universal Python SDK to run AI workloads on Kubernetes

    Python 38 45

  4. katib katib Public

    Automated Machine Learning on Kubernetes

    Python 1.6k 491

  5. community community Public

    Information about the Kubeflow community including proposals and governance information.

    Jsonnet 180 244

  6. spark-operator spark-operator Public

    Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

    Go 3.1k 1.4k

Repositories

Showing 10 of 45 repositories
  • model-registry Public

    Model Registry provides a single pane of glass for ML model developers to index and manage models, versions, and ML artifacts metadata. It fills a gap between model experimentation and production activities. It provides a central interface for all stakeholders in the MLOps lifecycle to collaborate on ML models.

    kubeflow/model-registry’s past year of commit activity
    Go 150 Apache-2.0 142 34 (2 issues need help) 26 Updated Nov 6, 2025
  • trainer Public

    Distributed AI Model Training and Fine-Tuning on Kubernetes

    kubeflow/trainer’s past year of commit activity
    Go 1,956 Apache-2.0 836 65 (15 issues need help) 17 Updated Nov 6, 2025
  • sdk Public

    Universal Python SDK to run AI workloads on Kubernetes

    kubeflow/sdk’s past year of commit activity
    Python 38 Apache-2.0 45 17 (6 issues need help) 9 Updated Nov 5, 2025
  • pipelines Public

    Machine Learning Pipelines for Kubeflow

    kubeflow/pipelines’s past year of commit activity
    Python 3,983 Apache-2.0 1,820 220 (8 issues need help) 77 Updated Nov 5, 2025
  • blog Public

    Kubeflow blog based on fastpages

    kubeflow/blog’s past year of commit activity
    Jupyter Notebook 32 Apache-2.0 57 16 9 Updated Nov 5, 2025
  • spark-operator Public

    Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

    kubeflow/spark-operator’s past year of commit activity
    Go 3,052 Apache-2.0 1,435 45 (1 issue needs help) 20 Updated Nov 5, 2025
  • katib Public

    Automated Machine Learning on Kubernetes

    kubeflow/katib’s past year of commit activity
    Python 1,637 Apache-2.0 491 81 (14 issues need help) 10 Updated Nov 5, 2025
  • website Public

    Kubeflow Website

    kubeflow/website’s past year of commit activity
    HTML 177 CC-BY-4.0 873 15 (3 issues need help) 14 Updated Nov 5, 2025
  • mpi-operator Public

    Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

    kubeflow/mpi-operator’s past year of commit activity
    Go 497 Apache-2.0 228 88 (6 issues need help) 11 Updated Nov 4, 2025
  • pipelines-components Public

    Kubeflow Pipelines

    kubeflow/pipelines-components’s past year of commit activity
    2 Apache-2.0 4 0 1 Updated Nov 4, 2025