This set of scirpts allow to explore:
- Tensorflow Data Validation
- Tensorflow Transform
- Estimator in TensorFlow
The section about TensorFlow Model Analyis currently is not working due to the partial support in python3.
The code can be run within a virtualenv in python3 by installing
the packages in requirement.txt.
As an alternative one can use AI Platform Notebook either on GCP or locally.
Follow the order of the directory (by skipping 06_tmfa), adapt the bash scripts, run them and then check the notebook.