├── .gitignore ├── .travis.yml ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── CONFIG.md └── HPTUNE_CONFIG.md ├── examples ├── experimental │ └── kfp-2 │ │ ├── config.yaml.example │ │ ├── demo.py │ │ ├── pipeline_from_config_demo.ipynb │ │ └── user-input │ │ └── preprocess │ │ ├── Dockerfile │ │ ├── build.sh │ │ ├── component.yaml │ │ └── split_train_eval.py ├── getting_started_notebook.ipynb ├── kfp │ ├── bin │ │ └── wi_setup.sh │ ├── config.yaml.example │ ├── demo.py │ ├── hptuning_config.yaml │ └── model │ │ ├── __init__.py │ │ ├── census_preprocess.py │ │ └── tf_model.py ├── sklearn │ ├── config.yaml.example │ ├── demo.py │ ├── hptuning_config.yaml │ └── model │ │ ├── __init__.py │ │ ├── census_preprocess.py │ │ └── sklearn_model.py ├── taxi │ ├── sklearn │ │ ├── config.yaml.example │ │ ├── demo.py │ │ ├── hptuning_config.yaml │ │ └── model │ │ │ ├── __init__.py │ │ │ ├── sklearn_model.py │ │ │ └── taxi_preprocess.py │ ├── tf │ │ ├── config.yaml.example │ │ ├── demo.py │ │ ├── hptuning_config.yaml │ │ └── model │ │ │ ├── __init__.py │ │ │ ├── taxi_preprocess.py │ │ │ └── tf_model.py │ └── xgb │ │ ├── config.yaml.example │ │ ├── demo.py │ │ ├── hptuning_config.yaml │ │ └── model │ │ ├── __init__.py │ │ ├── taxi_preprocess.py │ │ └── xgb_model.py ├── tf │ ├── config.yaml.example │ ├── demo.py │ ├── hptuning_config.yaml │ └── model │ │ ├── __init__.py │ │ ├── census_preprocess.py │ │ └── tf_model.py └── xgboost │ ├── config.yaml.example │ ├── demo.py │ ├── hptuning_config.yaml │ └── model │ ├── __init__.py │ ├── census_preprocess.py │ └── xgboost_model.py ├── ml_pipeline_gen ├── __init__.py ├── experimental │ ├── component_lib.py │ └── component_spec.yaml ├── models.py ├── parsers.py ├── pipelines.py ├── static │ ├── bin │ │ ├── cleanup.sh │ │ └── run.local_train.sh │ ├── orchestration │ │ ├── __init__.py │ │ └── components │ │ │ └── list_blobs.yaml │ └── trainer │ │ ├── __init__.py │ │ └── utils.py └── templates │ ├── experimental │ ├── example_pipeline.ipynb │ ├── get_tuned_params │ │ ├── Dockerfile │ │ ├── build.sh │ │ ├── component.yaml │ │ └── get_tuned_params.py │ ├── hptune │ │ ├── Dockerfile │ │ ├── build.sh │ │ ├── component.yaml │ │ └── hptune.sh │ ├── hptuning_config.yaml │ └── kfp_pipeline_from_config.py │ ├── kfp_pipeline.py │ ├── setup.py │ ├── sklearn_inputs.py │ ├── sklearn_model.py │ ├── sklearn_task.py │ ├── tf_inputs.py │ ├── tf_model.py │ ├── tf_task.py │ ├── xgboost_inputs.py │ ├── xgboost_model.py │ └── xgboost_task.py ├── setup.py └── tests ├── __init__.py ├── integration ├── fixtures │ └── test_config.yaml └── src │ ├── __init__.py │ └── test_models.py ├── test_utils.py └── unit ├── __init__.py ├── examples ├── __init__.py ├── sklearn │ ├── __init__.py │ └── test_sklearn_model.py └── tensorflow │ ├── __init__.py │ └── test_tf_model.py └── src ├── __init__.py └── test_models.py /.gitignore: -------------------------------------------------------------------------------- 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