├── CONTRIBUTING.md ├── LICENSE ├── blog ├── DistributedPCA.ipynb ├── TFX_Pipeline_for_ALBERT_Preprocessing_wo_tf_Examples.ipynb ├── TFX_Pipeline_for_BERT_Preprocessing_wo_tf_Examples.ipynb └── TFX_Pipeline_for_Bert_Preprocessing.ipynb ├── datasets └── census │ ├── adult.data │ └── adult.test ├── extras ├── README.md ├── amld │ ├── .gitignore │ ├── README.md │ ├── notebooks │ │ ├── exercises │ │ │ ├── 0_colab.ipynb │ │ │ ├── 1_data.ipynb │ │ │ ├── 2_keras.ipynb │ │ │ ├── 3_eager.ipynb │ │ │ ├── 4_predict.ipynb │ │ │ ├── 5_cloud.ipynb │ │ │ └── README.md │ │ └── solutions │ │ │ ├── 0_colab.ipynb │ │ │ ├── 1_data.ipynb │ │ │ ├── 2_keras.ipynb │ │ │ ├── 3_eager.ipynb │ │ │ ├── 4_predict.ipynb │ │ │ ├── 5_cloud.ipynb │ │ │ ├── README.md │ │ │ └── _generate_exercises.ipynb │ └── workshop_slides.png ├── archive │ ├── 00_test_install.ipynb │ ├── 01_linear_regression_low_level.ipynb │ ├── 02_logistic_regression_low_level.ipynb │ ├── 03_deep_neural_network_low_level.ipynb │ ├── 04_canned_estimators.ipynb │ ├── 05_custom_estimators.ipynb │ ├── 06_convolutional_neural_network.ipynb │ └── 07_structured_data.ipynb ├── eager │ └── eager-tutorial-simone.ipynb ├── keras-bag-of-words │ ├── keras-bow-model.ipynb │ └── stack-overflow-query.sql ├── keras-to-estimator │ └── keras-to-estimator.ipynb ├── keras-wide-n-deep │ ├── keras-wide-n-deep.ipynb │ └── winemag-data_first150k.csv ├── regression-classification │ ├── classification.ipynb │ ├── classify-test.csv │ ├── classify-train.csv │ ├── regression-test.csv │ ├── regression-train.csv │ └── regression.ipynb ├── tensorflow_lattice │ ├── 00_test_install.ipynb │ ├── 01_lattice_estimator_basics.ipynb │ ├── 02_advanced_lattice_estimators.ipynb │ ├── 03_calibrator_basics.ipynb │ ├── 04_lattice_basics.ipynb │ ├── 05_lattice_mnist.ipynb │ └── README.md └── tfhub-text │ └── movie-classification.ipynb ├── images ├── buckets.jpeg ├── crossed.jpeg ├── estimators1.jpeg ├── facets1.jpg ├── facets2.jpg └── tensorboard.jpeg ├── kdd2018 ├── README.md └── Verify Installation.ipynb ├── kdd2019 ├── README.md ├── colab │ ├── BERT fine-tuning and inferences with Cloud TPU.ipynb │ ├── Neural Machine Translation with Attention.ipynb │ ├── Tensorflow quickstart.ipynb │ └── Transformer model for language understanding.ipynb └── slide_cover.png ├── slides └── TFX-KDD19.pdf ├── tf-world └── README.md ├── tfx_airflow ├── README.md ├── buildfiles │ ├── Dockerfile │ ├── init.sh │ └── setup_demo.sh ├── docker-compose.yaml ├── notebooks │ ├── step3.ipynb │ ├── step4.ipynb │ ├── step5.ipynb │ ├── step6.ipynb │ ├── tfx_utils.py │ └── utils.py ├── reset.png ├── start_container.sh ├── utils │ └── run_bash.sh └── windows_notes.md ├── tfx_colabs ├── README.md └── TFX_Workshop_Colab.ipynb └── tfx_labs ├── Lab_10_Neural_Structured_Learning.ipynb ├── Lab_1_Pipeline_in_Colab.ipynb ├── Lab_2_Intro_to_Apache_Beam.ipynb ├── Lab_3_Beam_Orchestrator.ipynb ├── Lab_4_Data_Validation.ipynb ├── Lab_5_TensorFlow_Transform.ipynb ├── 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