├── .gitignore ├── LICENSE ├── README.md ├── demos ├── README.md ├── dagster │ ├── README.md │ ├── docs │ │ ├── demo_requirements.md │ │ ├── example_pipeline.md │ │ ├── repos_and_workspaces.md │ │ └── testing_pipelines.md │ ├── pipelines │ │ ├── __init__.py │ │ └── example_pipeline.py │ ├── repository.py │ ├── requirements.txt │ ├── tests │ │ ├── __init__.py │ │ ├── test_data.csv │ │ └── test_example_pipeline.py │ └── workspace.yaml ├── dvc-pipelines │ ├── .dvc │ │ ├── .gitignore │ │ └── config │ ├── .dvcignore │ ├── README.md │ ├── artefacts │ │ └── .gitignore │ ├── docs │ │ ├── demo_requirements.md │ │ └── example_pipeline.md │ ├── dvc.lock │ ├── dvc.yaml │ ├── dvc_pipelines.ipynb │ ├── metrics │ │ └── .gitignore │ ├── params.yaml │ ├── requirements.txt │ └── stages │ │ ├── config.py │ │ ├── get_data.py │ │ └── train_model.py ├── dvc │ ├── .dvc │ │ ├── .gitignore │ │ └── config │ ├── .dvcignore │ ├── README.md │ ├── data_and_model_versioning.ipynb │ ├── datasets │ │ ├── .gitignore │ │ └── example.csv.dvc │ ├── docs │ │ └── demo_requirements.md │ └── requirements.txt ├── ibis │ ├── README.md │ ├── docs │ │ └── demo_requirements.md │ ├── geography.sqlite │ ├── ibis_introduction.ipynb │ └── requirements.txt ├── jax │ ├── README.md │ ├── docs │ │ └── demo_requirements.md │ ├── introduction_to_jax.ipynb │ ├── linear_regression.ipynb │ ├── mnist_with_flax_and_optax.ipynb │ └── requirements.txt ├── mlflow │ ├── README.md │ ├── docs │ │ └── demo_requirements.md │ ├── mlflow_basics.ipynb │ └── requirements.txt ├── pydantic │ ├── README.md │ ├── config.yaml │ ├── config_schema.py │ ├── docs │ │ ├── define_data_model.md │ │ ├── demo_requirements.md │ │ └── validating_runtime_data.md │ ├── load_config.py │ └── requirements.txt ├── pytorch │ ├── MNIST.ipynb │ ├── MNIST_pytorch_lightning.ipynb │ ├── README.md │ ├── datasets.ipynb │ ├── docs │ │ └── demo_requirements.md │ ├── linear_regression_sgd.ipynb │ ├── logistic_regression_sgd.ipynb │ ├── requirements.txt │ └── tensors.ipynb ├── spacy │ ├── README.md │ ├── docs │ │ └── demo_requirements.md │ ├── requirements.txt │ └── spacy_101.ipynb └── sqlalchemy │ ├── README.md │ ├── alembic.ini │ ├── docs │ ├── data_models.md │ └── demo_requirements.md │ ├── migrations │ ├── README │ ├── env.py │ ├── script.py.mako │ └── versions │ │ └── c31efd831ee7_initial_migration.py │ ├── models.py │ ├── requirements.txt │ └── sql-alchemy-basics.ipynb ├── docs ├── 404.html ├── assets │ ├── images │ │ └── favicon.png │ ├── javascripts │ │ ├── bundle.8fd75fb4.min.js │ │ ├── bundle.8fd75fb4.min.js.map │ │ ├── lunr │ │ │ ├── min │ │ │ │ ├── lunr.ar.min.js │ │ │ │ ├── lunr.da.min.js │ │ │ │ ├── lunr.de.min.js │ │ │ │ ├── lunr.du.min.js │ │ │ │ ├── lunr.el.min.js │ │ │ │ ├── lunr.es.min.js │ │ │ │ ├── lunr.fi.min.js │ │ │ │ ├── lunr.fr.min.js │ │ │ │ ├── lunr.he.min.js │ │ │ │ ├── lunr.hi.min.js │ │ │ │ ├── lunr.hu.min.js │ │ │ │ ├── lunr.hy.min.js │ │ │ │ ├── lunr.it.min.js │ │ │ │ ├── lunr.ja.min.js │ │ │ │ ├── lunr.jp.min.js │ │ │ │ ├── lunr.kn.min.js │ │ │ │ ├── lunr.ko.min.js │ │ │ │ ├── lunr.multi.min.js │ │ │ │ ├── lunr.nl.min.js │ │ │ │ ├── lunr.no.min.js │ │ │ │ ├── lunr.pt.min.js │ │ │ │ ├── lunr.ro.min.js │ │ │ │ ├── lunr.ru.min.js │ │ │ │ ├── lunr.sa.min.js │ │ │ │ ├── lunr.stemmer.support.min.js │ │ │ │ ├── lunr.sv.min.js │ │ │ │ ├── lunr.ta.min.js │ │ │ │ ├── lunr.te.min.js │ │ │ │ ├── lunr.th.min.js │ │ │ │ ├── lunr.tr.min.js │ │ │ │ ├── lunr.vi.min.js │ │ │ │ └── lunr.zh.min.js │ │ │ ├── tinyseg.js │ │ │ └── wordcut.js │ │ └── workers │ │ │ ├── search.b8dbb3d2.min.js │ │ │ └── search.b8dbb3d2.min.js.map │ └── stylesheets │ │ ├── main.f2e4d321.min.css │ │ ├── main.f2e4d321.min.css.map │ │ ├── palette.06af60db.min.css │ │ └── palette.06af60db.min.css.map ├── dagster │ ├── docs │ │ ├── demo_requirements │ │ │ └── index.html │ │ ├── example_pipeline │ │ │ └── index.html │ │ ├── repos_and_workspaces │ │ │ └── index.html │ │ └── testing_pipelines │ │ │ └── index.html │ ├── index.html │ ├── pipelines │ │ ├── __init__.py │ │ └── example_pipeline.py │ ├── repository.py │ ├── requirements.txt │ ├── tests │ │ ├── __init__.py │ │ ├── test_data.csv │ │ └── test_example_pipeline.py │ └── workspace.yaml ├── dvc-pipelines │ ├── artefacts │ │ ├── dataset.csv │ │ └── model.joblib │ ├── docs │ │ ├── demo_requirements │ │ │ └── index.html │ │ └── example_pipeline │ │ │ └── index.html │ ├── dvc.lock │ ├── dvc.yaml │ ├── dvc_pipelines │ │ └── index.html │ ├── index.html │ ├── params.yaml │ ├── requirements.txt │ └── stages │ │ ├── config.py │ │ ├── get_data.py │ │ └── train_model.py ├── dvc │ ├── data_and_model_versioning │ │ └── index.html │ ├── datasets │ │ └── example.csv.dvc │ ├── docs │ │ └── demo_requirements │ │ │ └── index.html │ ├── index.html │ └── requirements.txt ├── ibis │ ├── docs │ │ └── demo_requirements │ │ │ └── index.html │ ├── geography.sqlite │ ├── ibis_introduction │ │ └── index.html │ ├── index.html │ └── requirements.txt ├── index.html ├── jax │ ├── docs │ │ └── demo_requirements │ │ │ └── index.html │ ├── index.html │ ├── introduction_to_jax │ │ └── index.html │ ├── linear_regression │ │ └── index.html │ ├── mnist_with_flax_and_optax │ │ └── index.html │ └── requirements.txt ├── mlflow │ ├── docs │ │ └── demo_requirements │ │ │ └── index.html │ ├── index.html │ ├── mlflow_basics │ │ └── index.html │ └── requirements.txt ├── pydantic │ ├── config.yaml │ ├── config_schema.py │ ├── docs │ │ ├── define_data_model │ │ │ └── index.html │ │ ├── demo_requirements │ │ │ └── index.html │ │ └── validating_runtime_data │ │ │ └── index.html │ ├── index.html │ ├── load_config.py │ └── requirements.txt ├── pytorch │ ├── MNIST │ │ └── index.html │ ├── MNIST_pytorch_lightning │ │ └── index.html │ ├── datasets │ │ └── index.html │ ├── docs │ │ └── demo_requirements │ │ │ └── index.html │ ├── index.html │ ├── linear_regression_sgd │ │ └── index.html │ ├── logistic_regression_sgd │ │ └── index.html │ ├── requirements.txt │ └── tensors │ │ └── index.html 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