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POC for Airflow-backed Tensorflow Extended Pipeline

  • Data airflow/iris.csv are the iris dataset, modified so the flower names is a binary output indicating whether the sample is 'Iris Setosa'. 150 rows by 5 columns (all features are numeric; label class is binary.

To run in dev (and see code changes apply immediately): docker-compose up -f docker-composer.dev.yaml -d. To run the actual service docker-compose up -d.

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Airflow-backed TFX example using Iris data.

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  • Python 89.1%
  • Dockerfile 10.9%