Bodywork Machine Learning
Deploy machine learning systems
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- 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 - 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 - 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 - 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 - 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 - 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
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