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@bodywork-ml

Bodywork Machine Learning

Deploy machine learning systems

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  1. bodywork-core bodywork-core Public archive

    ML pipeline orchestration and model deployments on Kubernetes.

    Python 435 22

  2. bodywork-mlflow bodywork-mlflow Public archive

    Deploy MLflow to Kubernetes using Bodywork

    Jupyter Notebook 8 4

  3. bodywork-ml-pipeline-project bodywork-ml-pipeline-project Public archive

    Deployment template for a continuous training pipeline.

    Jupyter Notebook 22 4

  4. bodywork-batch-job-project bodywork-batch-job-project Public archive

    Deployment template for batch-scoring a dataset with a pre-trained ML model.

    Python 6 3

  5. bodywork-serve-model-project bodywork-serve-model-project Public archive

    Deployment template for serving a ML model as web-service with a REST API.

    Python 7 4

  6. bodywork-pipeline-with-cicd bodywork-pipeline-with-cicd Public archive

    CICD for ML using Bodywork.

    Jupyter Notebook 2 1

Repositories

Showing 10 of 20 repositories
  • bodywork-core Public archive

    ML pipeline orchestration and model deployments on Kubernetes.

    bodywork-ml/bodywork-core’s past year of commit activity
    Python 435 AGPL-3.0 22 21 0 Updated Aug 18, 2023
  • bodywork-serve-model-project Public archive

    Deployment template for serving a ML model as web-service with a REST API.

    bodywork-ml/bodywork-serve-model-project’s past year of commit activity
    Python 7 4 0 0 Updated Sep 20, 2022
  • bodywork-docs Public archive

    Documentation for Bodywork

    bodywork-ml/bodywork-docs’s past year of commit activity
    0 AGPL-3.0 1 0 0 Updated Jul 7, 2022
  • bodywork-pymc3-project Public archive

    Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork

    bodywork-ml/bodywork-pymc3-project’s past year of commit activity
    Jupyter Notebook 14 MIT 6 0 0 Updated Jun 21, 2022
  • bodywork-scikit-fastapi-project Public archive

    Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.

    bodywork-ml/bodywork-scikit-fastapi-project’s past year of commit activity
    Python 9 MIT 3 0 0 Updated Jun 21, 2022
  • bodywork-ml-dashboard-project Public archive

    Bodywork deployment template for training a ML model and then deploying a Plotly dashboard to visualise model metrics.

    bodywork-ml/bodywork-ml-dashboard-project’s past year of commit activity
    Python 3 0 0 0 Updated Jun 21, 2022
  • bodywork-jupyter-pipeline-project Public archive

    Bodywork deployment template demonstrating how to build ML pipelines with Jupyter notebooks and Bodywork.

    bodywork-ml/bodywork-jupyter-pipeline-project’s past year of commit activity
    Jupyter Notebook 2 2 0 0 Updated Jun 21, 2022
  • bodywork-mlflow Public archive

    Deploy MLflow to Kubernetes using Bodywork

    bodywork-ml/bodywork-mlflow’s past year of commit activity
    Jupyter Notebook 8 MIT 4 0 0 Updated Jun 21, 2022
  • bodywork-pipeline-with-aporia-monitoring Public archive

    Integrating Aporia ML model monitoring into a Bodywork serving pipeline.

    bodywork-ml/bodywork-pipeline-with-aporia-monitoring’s past year of commit activity
    Jupyter Notebook 4 MIT 0 0 0 Updated Jun 20, 2022
  • ml-pipeline-engineering Public

    Best practices for engineering ML pipelines.

    bodywork-ml/ml-pipeline-engineering’s past year of commit activity
    Jupyter Notebook 37 MIT 9 0 0 Updated Jun 20, 2022
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