Original Image source: https://www.goodfon.com/wallpaper/x-files-sekretnye-materialy.html And naturally, all credits to the awesome X-Files show for this repo's theme!
A collection of ZenFiles: Production-grade ML use-cases powered by ZenML.
Here is a list of updated and maintained ZenFiles:
| Name | Link | Tags | Stack Components |
|---|---|---|---|
| Atari Games Reinforcement Learning | README | reinforcement-learning | default |
| Customer Churn | README | kubeflow-deployment, seldon-deployment | kubeflow_orchestrator, seldon_deployer |
| Customer Satisfaction | README | continuous-deployment | mlflow_deployer, kubeflow_orchestrator |
| NBA Predictor | README | drift, predictions | kubeflow_orchestrator, evidently |
| Time Series Forecasting | README | predictions, feature-engineering, vertexai | step_operator, vertex_stack |
To generate a ZenFile project folder:
python generate_zenfile.py ZENFILE_NAME # no requirements needed