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Tensorflow Extended

tensorflow-extended

tfx - End-to-end platform for deploying ml-production-pipelines

Components:

Data validation
Transform
Trainer
Evaluator
Pusher (deployment)

Integrates with mlflow for production workflows

*References

mlops
ci-cd-ct
TFX Guide
TFX Production Pipeline Tutorial

*References

#ml-notes

Tensor Cores

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