├── .gitattributes ├── .github └── workflows │ └── unittests.yml ├── .readthedocs.yaml ├── .travis.yml ├── CITATION.cff ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── README.rst ├── conda ├── bld.bat ├── build.sh └── meta.yaml ├── data ├── .gitattributes └── Amazon.csv ├── dist ├── slearn-0.2.9-py3-none-any.whl └── slearn-0.2.9.tar.gz ├── docs ├── .gitattributes ├── Amazon.csv ├── Makefile ├── build │ ├── doctrees │ │ ├── .ipynb_checkpoints │ │ │ ├── _autosummary │ │ │ │ ├── slearn.ABBA.doctree │ │ │ │ ├── slearn.SAX.doctree │ │ │ │ ├── slearn.fABBA.doctree │ │ │ │ ├── slearn.slearn.doctree │ │ │ │ └── slearn.symbolicML.doctree │ │ │ ├── api-checkpoint.doctree │ │ │ ├── index-checkpoint.doctree │ │ │ ├── predict_with_symbols_representation-checkpoint.doctree │ │ │ └── symbols_machine_learning-checkpoint.doctree │ │ ├── _autosummary │ │ │ ├── slearn.ABBA.doctree │ │ │ ├── slearn.SAX.doctree │ │ │ ├── slearn.fABBA.doctree │ │ │ ├── slearn.slearn.doctree │ │ │ └── slearn.symbolicML.doctree │ │ ├── api.doctree │ │ ├── environment.pickle │ │ ├── index.doctree │ │ ├── license.doctree │ │ ├── predict_with_symbols_representation.doctree │ │ └── symbols_machine_learning.doctree │ └── html │ │ ├── .buildinfo │ │ ├── .ipynb_checkpoints │ │ ├── _autosummary │ │ │ ├── slearn.ABBA.html │ │ │ ├── slearn.SAX.html │ │ │ ├── slearn.fABBA.html │ │ │ ├── slearn.slearn.html │ │ │ └── slearn.symbolicML.html │ │ ├── api-checkpoint.html │ │ ├── index-checkpoint.html │ │ ├── predict_with_symbols_representation-checkpoint.html │ │ └── symbols_machine_learning-checkpoint.html │ │ ├── _autosummary │ │ ├── slearn.ABBA.html │ │ ├── slearn.SAX.html │ │ ├── slearn.fABBA.html │ │ ├── slearn.slearn.html │ │ └── slearn.symbolicML.html │ │ ├── _images │ │ ├── demo1.png │ │ ├── screenshot1.png │ │ └── screenshot2.png │ │ ├── _modules │ │ ├── index.html │ │ └── slearn │ │ │ ├── classifer.html │ │ │ └── symbols.html │ │ ├── _sources │ │ ├── .ipynb_checkpoints │ │ │ ├── _autosummary │ │ │ │ ├── slearn.ABBA.rst.txt │ │ │ │ ├── slearn.SAX.rst.txt │ │ │ │ ├── slearn.fABBA.rst.txt │ │ │ │ ├── slearn.slearn.rst.txt │ │ │ │ └── slearn.symbolicML.rst.txt │ │ │ ├── api-checkpoint.rst.txt │ │ │ ├── index-checkpoint.rst.txt │ │ │ ├── predict_with_symbols_representation-checkpoint.rst.txt │ │ │ └── symbols_machine_learning-checkpoint.rst.txt │ │ ├── _autosummary │ │ │ ├── slearn.ABBA.rst.txt │ │ │ ├── slearn.SAX.rst.txt │ │ │ ├── slearn.fABBA.rst.txt │ │ │ ├── slearn.slearn.rst.txt │ │ │ └── slearn.symbolicML.rst.txt │ │ ├── api.rst.txt │ │ ├── index.rst.txt │ │ ├── license.rst.txt │ │ ├── predict_with_symbols_representation.rst.txt │ │ └── symbols_machine_learning.rst.txt │ │ ├── _static │ │ ├── basic.css │ │ ├── css │ │ │ ├── badge_only.css │ │ │ ├── fonts │ │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ │ ├── fontawesome-webfont.eot │ │ │ │ ├── fontawesome-webfont.svg │ │ │ │ ├── fontawesome-webfont.ttf │ │ │ │ ├── fontawesome-webfont.woff │ │ │ │ ├── fontawesome-webfont.woff2 │ │ │ │ ├── lato-bold-italic.woff │ │ │ │ ├── lato-bold-italic.woff2 │ │ │ │ ├── lato-bold.woff │ │ │ │ ├── lato-bold.woff2 │ │ │ │ ├── lato-normal-italic.woff │ │ │ │ ├── lato-normal-italic.woff2 │ │ │ │ ├── lato-normal.woff │ │ │ │ └── lato-normal.woff2 │ │ │ └── theme.css │ │ ├── doctools.js │ │ ├── documentation_options.js │ │ ├── file.png │ │ ├── jquery-3.5.1.js │ │ ├── jquery.js │ │ ├── js │ │ │ ├── badge_only.js │ │ │ ├── html5shiv-printshiv.min.js │ │ │ ├── html5shiv.min.js │ │ │ └── theme.js │ │ ├── language_data.js │ │ ├── minus.png │ │ ├── plus.png │ │ ├── pygments.css │ │ ├── searchtools.js │ │ ├── underscore-1.13.1.js │ │ └── underscore.js │ │ ├── api.html │ │ ├── genindex.html │ │ ├── index.html │ │ ├── license.html │ │ ├── objects.inv │ │ ├── predict_with_symbols_representation.html │ │ ├── search.html │ │ ├── searchindex.js │ │ └── symbols_machine_learning.html ├── demo.PNG ├── demo1.png ├── make.bat ├── notebook1.ipynb ├── notebook2.ipynb ├── notes ├── requirements.txt └── source │ ├── _autosummary │ ├── slearn.ABBA.rst │ ├── slearn.SAX.rst │ ├── slearn.fABBA.rst │ ├── slearn.slearn.rst │ └── slearn.symbolicML.rst │ ├── api.rst │ ├── conf.py │ ├── dmetric.rst │ ├── img │ ├── demo1.png │ ├── screenshot1.png │ └── screenshot2.png │ ├── index.rst │ ├── license.rst │ ├── predict_with_symbols_representation.rst │ ├── symbol_seeds.rst │ └── symbols_machine_learning.rst ├── examples ├── .gitattributes ├── compare_dist.ipynb ├── example_prediction.ipynb ├── examples.ipynb └── simulations │ ├── simulation_high.py │ └── simulation_low.py ├── exps ├── figures_high │ ├── dl_heatmap.png │ ├── dl_violin.png │ ├── epochs_violin.png │ ├── extended_stats │ │ ├── correlation_analysis.csv │ │ ├── friedman_tests.csv │ │ ├── lmm_results.txt │ │ ├── pairwise_mannwhitney_tests.csv │ │ ├── pairwise_wilcoxon_tests.csv │ │ └── summary_statistics_with_trimmed.csv │ ├── jw_heatmap.png │ ├── jw_violin.png │ ├── memory_violin.png │ ├── model_size_bar.png │ ├── model_size_violin.png │ ├── statistical_tests.csv │ ├── summary_statistics.csv │ ├── test_accuracy_heatmap.png │ ├── test_accuracy_violin.png │ ├── test_loss_heatmap.png │ ├── test_loss_violin.png │ ├── time_per_epoch_violin.png │ └── time_violin.png ├── figures_low │ ├── dl_heatmap.png │ ├── dl_violin.png │ ├── epochs_violin.png │ ├── extended_stats │ │ ├── correlation_analysis.csv │ │ ├── friedman_tests.csv │ │ ├── lmm_results.txt │ │ ├── pairwise_mannwhitney_tests.csv │ │ ├── pairwise_wilcoxon_tests.csv │ │ └── summary_statistics_with_trimmed.csv │ ├── jw_heatmap.png │ ├── jw_violin.png │ ├── memory_violin.png │ ├── model_size_bar.png │ ├── model_size_violin.png │ ├── statistical_tests.csv │ ├── summary_statistics.csv │ ├── test_accuracy_heatmap.png │ ├── test_accuracy_violin.png │ ├── test_loss_heatmap.png │ ├── test_loss_violin.png │ ├── time_per_epoch_violin.png │ └── time_violin.png ├── figures_medium │ ├── dl_heatmap.png │ ├── dl_violin.png │ ├── epochs_violin.png │ ├── extended_stats │ │ ├── correlation_analysis.csv │ │ ├── friedman_tests.csv │ │ ├── lmm_results.txt │ │ ├── pairwise_mannwhitney_tests.csv │ │ ├── pairwise_wilcoxon_tests.csv │ │ └── summary_statistics_with_trimmed.csv │ ├── jw_heatmap.png │ ├── jw_violin.png │ ├── memory_violin.png │ ├── model_size_bar.png │ ├── model_size_violin.png │ ├── statistical_tests.csv │ ├── summary_statistics.csv │ ├── test_accuracy_heatmap.png │ ├── test_accuracy_violin.png │ ├── test_loss_heatmap.png │ ├── test_loss_violin.png │ ├── time_per_epoch_violin.png │ └── time_violin.png ├── it-high.py ├── it-low.py ├── it-medium.py ├── it_high_scale.py ├── it_low_scale.py ├── it_medium_scale.py ├── results_partial_high │ ├── symbols_2_complexity_210.csv │ ├── symbols_2_complexity_230.csv │ ├── symbols_2_complexity_250.csv │ ├── symbols_2_complexity_270.csv │ ├── symbols_2_complexity_290.csv │ ├── symbols_4_complexity_210.csv │ ├── symbols_4_complexity_230.csv │ ├── symbols_4_complexity_250.csv │ ├── symbols_4_complexity_270.csv │ ├── symbols_4_complexity_290.csv │ ├── symbols_6_complexity_210.csv │ ├── symbols_6_complexity_230.csv │ ├── symbols_6_complexity_250.csv │ ├── symbols_6_complexity_270.csv │ ├── symbols_6_complexity_290.csv │ ├── symbols_8_complexity_210.csv │ ├── symbols_8_complexity_230.csv │ ├── symbols_8_complexity_250.csv │ ├── symbols_8_complexity_270.csv │ └── symbols_8_complexity_290.csv ├── results_partial_low │ ├── symbols_2_complexity_10.csv │ ├── symbols_2_complexity_30.csv │ ├── symbols_2_complexity_50.csv │ ├── symbols_2_complexity_70.csv │ ├── symbols_2_complexity_90.csv │ ├── symbols_4_complexity_10.csv │ ├── symbols_4_complexity_30.csv │ ├── symbols_4_complexity_50.csv │ ├── symbols_4_complexity_70.csv │ ├── symbols_4_complexity_90.csv │ ├── symbols_6_complexity_10.csv │ ├── symbols_6_complexity_30.csv │ ├── symbols_6_complexity_50.csv │ ├── symbols_6_complexity_70.csv │ ├── symbols_6_complexity_90.csv │ ├── symbols_8_complexity_10.csv │ ├── symbols_8_complexity_30.csv │ ├── symbols_8_complexity_50.csv │ ├── symbols_8_complexity_70.csv │ └── symbols_8_complexity_90.csv └── results_partial_medium │ ├── symbols_2_complexity_110.csv │ ├── symbols_2_complexity_130.csv │ ├── symbols_2_complexity_150.csv │ ├── symbols_2_complexity_170.csv │ ├── symbols_2_complexity_190.csv │ ├── symbols_4_complexity_110.csv │ ├── symbols_4_complexity_130.csv │ ├── symbols_4_complexity_150.csv │ ├── symbols_4_complexity_170.csv │ ├── symbols_4_complexity_190.csv │ ├── symbols_6_complexity_110.csv │ ├── symbols_6_complexity_130.csv │ ├── symbols_6_complexity_150.csv │ ├── symbols_6_complexity_170.csv │ ├── symbols_6_complexity_190.csv │ ├── symbols_8_complexity_110.csv │ ├── symbols_8_complexity_130.csv │ ├── symbols_8_complexity_150.csv │ ├── symbols_8_complexity_170.csv │ └── symbols_8_complexity_190.csv ├── info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── paper ├── demo1.png ├── note ├── paper.bib └── paper.md ├── record.txt ├── requirements.txt ├── setup.py ├── slearn.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── requires.txt └── top_level.txt ├── slearn ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-39.pyc │ ├── classifer.cpython-39.pyc │ ├── lsg.cpython-39.pyc │ ├── mkc.cpython-39.pyc │ ├── mksgenerate.cpython-39.pyc │ ├── nn_example_models.cpython-312.pyc │ ├── sgenerate.cpython-39.pyc │ ├── symbols.cpython-39.pyc │ └── tools.cpython-39.pyc ├── classifer.py ├── deep_models.py ├── dmetric.py ├── mkc.py ├── notebook │ ├── distance.ipynb │ └── sax variant.ipynb ├── sgenerate.py ├── simulation.py └── symbols.py └── unittests.py /.gitattributes: -------------------------------------------------------------------------------- 1 | *.ipynb linguist-detectable=false 2 | 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