├── .gitignore ├── CHANGES.rst ├── CONTRIBUTING.md ├── LICENSE.txt ├── Makefile ├── NOTICE ├── README.md ├── cardinal ├── __init__.py ├── base.py ├── batch.py ├── cache.py ├── clustering.py ├── kmeans.py ├── metrics.py ├── plotting.py ├── random.py ├── submodularity.py ├── tests │ ├── __init__.py │ ├── test_cache.py │ ├── test_clustering.py │ ├── test_uncertainty.py │ └── test_utils.py ├── typeutils.py ├── uncertainty.py ├── utils.py ├── version.py └── zhdanov2019.py ├── doc ├── Makefile ├── _static │ ├── al_flow.png │ ├── cardinal.png │ ├── demo.png │ ├── favicon.ico │ ├── introduction │ │ └── al_workflow.svg │ └── theme_override.css ├── _templates │ ├── breadcrumbs.html │ ├── layout.html │ └── module.rst ├── binder │ └── requirements.txt ├── changes.rst ├── conf.py ├── index.rst ├── introduction.rst ├── reference.rst └── uncertainty.rst ├── examples ├── README.rst ├── plot_clustering.py ├── plot_confidence_vs_diversity.py ├── plot_digits_metrics.py ├── plot_incr_kmeans.py ├── 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