Pinned Repositories
bodywork-batch-job-project
Deployment template for batch-scoring a dataset with a pre-trained ML model.
bodywork-core
ML pipeline orchestration and model deployments on Kubernetes.
bodywork-ml-pipeline-project
Deployment template for a continuous training pipeline.
bodywork-mlflow
Deploy MLflow to Kubernetes using Bodywork
bodywork-pipeline-utils
A package of utilities for engineering ML pipelines.
bodywork-pipeline-with-cicd
CICD for ML using Bodywork.
bodywork-pymc3-project
Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
bodywork-scikit-fastapi-project
Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.
bodywork-serve-model-project
Deployment template for serving a ML model as web-service with a REST API.
ml-pipeline-engineering
Best practices for engineering ML pipelines.
Bodywork Machine Learning's Repositories
bodywork-ml/bodywork-core
ML pipeline orchestration and model deployments on Kubernetes.
bodywork-ml/ml-pipeline-engineering
Best practices for engineering ML pipelines.
bodywork-ml/bodywork-ml-pipeline-project
Deployment template for a continuous training pipeline.
bodywork-ml/bodywork-pymc3-project
Serving Uncertainty with Bayesian inference, using PyMC3 with Bodywork
bodywork-ml/bodywork-scikit-fastapi-project
Deploy Scikit-Learn models on Kubernetes, using FastAPI with Bodywork.
bodywork-ml/bodywork-mlflow
Deploy MLflow to Kubernetes using Bodywork
bodywork-ml/bodywork-serve-model-project
Deployment template for serving a ML model as web-service with a REST API.
bodywork-ml/bodywork-batch-job-project
Deployment template for batch-scoring a dataset with a pre-trained ML model.
bodywork-ml/bodywork-pipeline-utils
A package of utilities for engineering ML pipelines.
bodywork-ml/bodywork-pipeline-with-aporia-monitoring
Integrating Aporia ML model monitoring into a Bodywork serving pipeline.
bodywork-ml/bodywork-ml-dashboard-project
Bodywork deployment template for training a ML model and then deploying a Plotly dashboard to visualise model metrics.
bodywork-ml/bodywork-jupyter-pipeline-project
Bodywork deployment template demonstrating how to build ML pipelines with Jupyter notebooks and Bodywork.
bodywork-ml/bodywork-pipeline-with-cicd
CICD for ML using Bodywork.
bodywork-ml/bodywork-pipeline-with-mlflow
Bodywork template project for a train-and-serve pipeline that uses MLflow for tracking metrics and managing models.
bodywork-ml/bodywork-rollback-deployment-test-project
Test resource for use with Bodywork integration tests.
bodywork-ml/bodywork-test-project
Test resource for use with Bodywork integration tests.
bodywork-ml/bodywork-docs
Documentation for Bodywork
bodywork-ml/bodywork-failing-test-project
Integration test project that fails
bodywork-ml/combinator
Combinator.ml's central repo, documentation and website
bodywork-ml/test-single-service-project
Integration test project consisting of a single service stage.