├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── user-story.md └── pull_request_template.md ├── .gitignore ├── .gitmodules ├── .readthedocs.yml ├── .style.yapf ├── .travis.yml ├── AUTHORS ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── README.md ├── codeflare ├── __init__.py ├── _version.py └── pipelines │ ├── Datamodel.py │ ├── Exceptions.py │ ├── Runtime.py │ ├── __init__.py │ ├── tests │ ├── README.md │ ├── __init__.py │ ├── test_Datamodel.py │ ├── test_and.py │ ├── test_helper.py │ ├── test_multibranch.py │ ├── test_or.py │ ├── test_pipeline_predict.py │ ├── test_runtime.py │ ├── test_save_load.py │ ├── test_singleton.py │ └── test_utils.py │ └── utils.py ├── deploy ├── ibm_cloud_code_engine │ ├── AlternateDeploy.md │ ├── README.md │ ├── example-cluster.yaml.template │ └── example-ray-ml-cluster.yaml.template └── redhat_openshift │ └── README.md ├── docs ├── Makefile ├── make.bat ├── requirements.txt └── source │ ├── _static │ └── custom.css │ ├── codeflare.pipelines.rst │ ├── codeflare.rst │ ├── conf.py │ ├── examples │ ├── fit_and_score.md │ └── hyperparameter.md │ ├── getting_started │ ├── installation.md │ ├── overview.md │ ├── setting_python_env.md │ └── starting.md │ ├── images │ ├── classification_and_score_1.jpeg │ ├── classification_and_score_2.jpeg │ ├── classification_and_score_3.jpeg │ ├── classification_and_score_4.jpeg │ ├── codeflare_arch_diagram.svg │ ├── codeflare_logo.svg │ ├── codeflare_square.svg │ ├── pca_1.png │ ├── pca_2.png │ └── pipelines.svg │ ├── index.rst │ └── pipelines │ └── pipelines_overview.md ├── images ├── codeflare_arch_diagram.svg ├── codeflare_cli.svg ├── codeflare_square.svg ├── codeflare_stack.svg └── pipelines.svg ├── notebooks ├── AIX360 meets CodeFlare.ipynb ├── Grid Search Sample.ipynb ├── lale_cross_val_score.ipynb ├── plot_digits_pipe.ipynb ├── plot_nca_classification.ipynb ├── plot_rbm_logistic_classification.ipynb ├── plot_scalable_poly_kernels.ipynb └── sample_pipeline.ipynb ├── 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