https://github.com/jbris/pymc-mlflow-deployment

Testing deployment of PyMC models using MLFlow and BentoML.
https://github.com/jbris/pymc-mlflow-deployment

bayesian-inference bayesian-statistics bentoml bentoml-service boto3 botocore devops docker hydra minio minio-server mlflow mlflow-tracking mlflow-tracking-server mlops mlops-workflow pymc pymc-experimental

Last synced: 7 months ago
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Testing deployment of PyMC models using MLFlow and BentoML.

• Host: GitHub
• URL: https://github.com/jbris/pymc-mlflow-deployment
• Owner: JBris
• License: mit
• Created: 2024-03-08T02:35:31.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-10T12:35:49.000Z (over 1 year ago)
• Last Synced: 2025-01-12T16:08:02.895Z (9 months ago)
• Topics: bayesian-inference, bayesian-statistics, bentoml, bentoml-service, boto3, botocore, devops, docker, hydra, minio, minio-server, mlflow, mlflow-tracking, mlflow-tracking-server, mlops, mlops-workflow, pymc, pymc-experimental
• Language: Python
• Homepage: https://jbris.github.io/pymc-mlflow/
• Size: 119 KB
• Stars: 2
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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README

          
# PyMC MLFlow

[![pages-build-deployment](https://github.com/JBris/pymc-mlflow/actions/workflows/pages/pages-build-deployment/badge.svg?branch=main)](https://github.com/JBris/pymc-mlflow/actions/workflows/pages/pages-build-deployment)

[![CodeQL](https://github.com/JBris/pymc-mlflow/actions/workflows/github-code-scanning/codeql/badge.svg?branch=main)](https://github.com/JBris/pymc-mlflow/actions/workflows/github-code-scanning/codeql)

[![Docker Build](https://github.com/JBris/pymc-mlflow/actions/workflows/build.yaml/badge.svg?branch=main)](https://github.com/JBris/pymc-mlflow/actions/workflows/build.yaml)

Testing deployment of PyMC models using MLFlow.

Execute [pymc_mlflow.sh](scripts/pymc_mlflow.sh)