Bodywork Machine Learning
- bodywork-serve-model-project Public template
Deployment template for serving a ML model as web-service with a REST API.
- bodywork-docs Public
Documentation for Bodywork
- bodywork-core Public
ML pipeline orchestration and model deployments on Kubernetes, made really easy.
- bodywork-pymc3-project Public
Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
- bodywork-scikit-fastapi-project Public template
Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.
- bodywork-ml-dashboard-project Public template
Bodywork deployment template for training a ML model and then deploying a Plotly dashboard to visualise model metrics.
- bodywork-jupyter-pipeline-project Public template
Bodywork deployment template demonstrating how to build ML pipelines with Jupyter notebooks and Bodywork.
- bodywork-mlflow Public
Deploy MLflow to Kubernetes using Bodywork
- bodywork-pipeline-with-aporia-monitoring Public template
Integrating Aporia ML model monitoring into a Bodywork serving pipeline.
- ml-pipeline-engineering Public template
Best practices for engineering ML pipelines.
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