├── LICENSE ├── Makefile ├── README.md ├── docs ├── Makefile ├── build │ ├── doctrees │ │ ├── code_description.doctree │ │ ├── code_usage.doctree │ │ ├── datadimension.doctree │ │ ├── environment.pickle │ │ ├── experiments.doctree │ │ ├── index.doctree │ │ └── installing.doctree │ └── html │ │ ├── _images │ │ ├── blobs1.png │ │ ├── blobs1000105.png │ │ ├── blobsnoisy.png │ │ ├── classes10.png │ │ ├── classes100500500.png │ │ ├── classes1005050.png │ │ ├── classes20.png │ │ ├── classes400.png │ │ ├── clustering_labelsblobs.png │ │ ├── noisyblobs.png │ │ ├── performance100500500.png │ │ ├── performance1005050.png │ │ ├── performance10features.png │ │ ├── performance20features.png │ │ ├── performance400.png │ │ ├── performanceblobs1.png │ │ ├── performanceexample.png │ │ ├── performancemnist.png │ │ ├── performancenoisy.png │ │ ├── performanceumap.png │ │ ├── predlab10.png │ │ ├── predlab100500500.png │ │ ├── predlab1005050.png │ │ ├── predlab20.png │ │ ├── predlab400.png │ │ ├── predlabblobs1.png │ │ ├── predlabmnist.png │ │ ├── predlabnoisy.png │ │ ├── predlabumap.png │ │ ├── revalpipeline.pdf │ │ ├── revalpipeline.png │ │ ├── test400.png │ │ ├── testmnist.png │ │ ├── testumap.png │ │ ├── toy_datasetexample.png │ │ ├── toyexample_performance.png │ │ ├── train400.png │ │ ├── trainmnist.png │ │ ├── trainumap.png │ │ ├── true_labelsblobs.png │ │ ├── umapscatter.png │ │ ├── umaptest.png │ │ ├── umaptraining.png │ │ └── useblobs.png │ │ ├── _modules │ │ ├── index.html │ │ └── reval │ │ │ ├── best_nclust_cv.html │ │ │ ├── relative_validation.html │ │ │ └── visualization.html │ │ ├── _sources │ │ ├── code_description.rst.txt │ │ ├── code_usage.rst.txt │ │ ├── datadimension.rst.txt │ │ ├── experiments.rst.txt │ │ ├── index.rst.txt │ │ └── installing.rst.txt │ │ ├── _static │ │ ├── alabaster.css │ │ ├── basic.css │ │ ├── classic.css │ │ ├── css │ │ │ ├── badge_only.css │ │ │ └── theme.css │ │ ├── custom.css │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── fonts │ │ │ ├── Inconsolata-Bold.ttf │ │ │ ├── Inconsolata-Regular.ttf │ │ │ ├── Inconsolata.ttf │ │ │ ├── Lato-Bold.ttf │ │ │ ├── Lato-Regular.ttf │ │ │ ├── Lato │ │ │ │ ├── lato-bold.eot │ │ │ │ ├── lato-bold.ttf │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-bolditalic.eot │ │ │ │ ├── lato-bolditalic.ttf │ │ │ │ ├── lato-bolditalic.woff │ │ │ │ ├── lato-bolditalic.woff2 │ │ │ │ ├── lato-italic.eot │ │ │ │ ├── lato-italic.ttf │ │ │ │ ├── lato-italic.woff │ │ │ │ ├── lato-italic.woff2 │ │ │ │ ├── lato-regular.eot │ │ │ │ ├── lato-regular.ttf │ │ │ │ ├── lato-regular.woff │ │ │ │ └── lato-regular.woff2 │ │ │ ├── RobotoSlab-Bold.ttf │ │ │ ├── RobotoSlab-Regular.ttf │ │ │ ├── RobotoSlab │ │ │ │ ├── roboto-slab-v7-bold.eot │ │ │ │ ├── roboto-slab-v7-bold.ttf │ │ │ │ ├── roboto-slab-v7-bold.woff │ │ │ │ ├── roboto-slab-v7-bold.woff2 │ │ │ │ ├── roboto-slab-v7-regular.eot │ │ │ │ ├── roboto-slab-v7-regular.ttf │ │ │ │ ├── roboto-slab-v7-regular.woff │ │ │ │ └── roboto-slab-v7-regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ └── fontawesome-webfont.woff2 │ │ ├── jquery-3.4.1.js │ │ ├── jquery.js │ │ ├── js │ │ │ ├── modernizr.min.js │ │ │ └── theme.js │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ ├── sidebar.js │ │ ├── underscore-1.3.1.js │ │ └── underscore.js │ │ ├── code_description.html │ │ ├── code_usage.html │ │ ├── datadimension.html │ │ ├── experiments.html │ │ ├── genindex.html │ │ ├── index.html │ │ ├── installing.html │ │ ├── objects.inv │ │ ├── py-modindex.html │ │ ├── search.html │ │ └── searchindex.js ├── make.bat └── source │ ├── code_description.rst │ ├── code_usage.rst │ ├── conf.py │ ├── datadimension.rst │ ├── experiments.rst │ ├── images │ ├── blobs1.png │ ├── blobsnoisy.png │ ├── classes10.png │ ├── classes100500500.png │ ├── classes1005050.png │ ├── classes20.png │ ├── performance100500500.png │ ├── performance1005050.png │ ├── performance10features.png │ ├── performance20features.png │ ├── performanceblobs1.png │ ├── performanceexample.png │ ├── performanceexample2.png │ ├── performancemnist.png │ ├── performancenoisy.png │ ├── performanceumap.png │ ├── predlab10.png │ ├── predlab100500500.png │ ├── predlab1005050.png │ ├── predlab20.png │ ├── predlabblobs1.png │ ├── predlabmnist.png │ ├── predlabnoisy.png │ ├── predlabumap.png │ ├── revalv0.0.2pipeline.png │ ├── test100500500.png │ ├── testmnist.png │ ├── testumap.png │ ├── trainmnist.png │ ├── trainumap.png │ └── useblobs.png │ ├── index.rst │ └── installing.rst ├── files └── revalpipeline.png ├── requirements.txt ├── reval ├── __init__.py ├── best_nclust_cv.py ├── internal_baselines.py ├── param_selection.py ├── relative_validation.py ├── utils.py └── visualization.py ├── setup.py ├── tests ├── __init__.py ├── test_best_nclust_cv.py ├── test_param_selection.py ├── test_relative_validation.py └── unit │ ├── test_internal_baselines.py │ └── test_utils.py └── working_examples ├── README.md ├── __init__.py ├── blobs.py ├── data_dimensionality.py ├── datasets ├── README.md ├── Wholesale_customers_data.csv ├── __pycache__ │ └── manuscript_builddatasets.cpython-38.pyc ├── biodeg.csv ├── breast-cancer-wisconsin.data ├── car.data ├── climate.dat ├── data_banknote_authentication.txt ├── ecoli.data ├── forest_tr.csv ├── forest_ts.csv ├── glass.data ├── ionosphere.data ├── iris.data ├── leaf.csv ├── liver.data ├── manuscript_builddatasets.py ├── movement_libras.data ├── parkinsons.data ├── seeds_dataset.txt ├── transfusion.data ├── urban_tr.csv ├── urban_ts.csv └── yeast.data ├── handwritten_digits.py ├── manexamples_notebook.ipynb ├── manuscript_examples.py ├── reval_bigocomplexity.py └── reval_timeitcomplexity.py /LICENSE: -------------------------------------------------------------------------------- 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