https://github.com/zamb0/zenml-mlflow

A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch
https://github.com/zamb0/zenml-mlflow

mlflow mlops mlops-project pytorch zenml

Last synced: 7 months ago
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A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch

• Host: GitHub
• URL: https://github.com/zamb0/zenml-mlflow
• Owner: zamb0
• License: mit
• Created: 2024-12-02T12:20:12.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-12-02T12:27:00.000Z (11 months ago)
• Last Synced: 2025-02-03T21:46:07.036Z (8 months ago)
• Topics: mlflow, mlops, mlops-project, pytorch, zenml
• Language: Python
• Homepage:
• Size: 1.93 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
[![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge&logo=python&logoColor=white)](https://www.python.org/) [![Pythorch](https://img.shields.io/badge/PyTorch-EE4C2C?style=for-the-badge&logo=pytorch&logoColor=white)](https://pytorch.org/) [![ZenML](https://img.shields.io/badge/ZenML-FF2D20?style=for-the-badge&logo=zenml&logoColor=white)](https://zenml.io/) [![mlflow](https://img.shields.io/badge/mlflow-000000?style=for-the-badge&logo=mlflow&logoColor=white)](https://mlflow.org/)






  

    

  


  
ZenML + mlflow


  


    A project to explore and learn about ZenML and mlflow using the hymenoptera dataset from PyTorch




### Screenshots

![mlflow](imgs/mlflow.png)

![zenml-pipe](imgs/pipe.png)

![zenml-train](imgs/train_pipe.png)

![zenml-deploy](imgs/deploy_pipe.png)

![zenml-inference](imgs/inference_pipe.png)

## License

Distributed under the MIT License. See `LICENSE` for more information.