├── .codeclimate.yml ├── .coveragerc ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE.md ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md ├── PULL_REQUEST_TEMPLATE.md └── workflows │ ├── build-wheels.yaml │ ├── cancel.yml │ ├── check_pylint_diff.sh │ ├── doc.yml │ ├── rebase.yml │ ├── test.yml │ └── translations.yml ├── .gitignore ├── .gitmodules ├── .readthedocs.yaml ├── .scrutinizer.yml ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Orange ├── __init__.py ├── base.py ├── canvas │ ├── __init__.py │ ├── __main__.py │ ├── config.py │ ├── icons │ │ ├── announcement.png │ │ ├── blog.png │ │ ├── new-features.png │ │ ├── orange-256.png │ │ ├── orange-splash-screen-01.png │ │ ├── orange-splash-screen-02.png │ │ ├── orange-splash-screen-03.png │ │ ├── orange.ico │ │ ├── short-survey.png │ │ ├── statistics-request.png │ │ └── update.png │ ├── mainwindow.py │ ├── report.py │ ├── run.py │ ├── tests │ │ ├── __init__.py │ │ └── test_mainwindow.py │ ├── utils │ │ ├── __init__.py │ │ └── environ.py │ └── workflows │ │ ├── 110-file-and-data-table-widget.ows │ │ ├── 120-scatterplot-data-table.ows │ │ ├── 130-scatterplot-visualize-subset.ows │ │ ├── 250-tree-scatterplot.ows │ │ ├── 305-pca.ows │ │ ├── 310-clustering.ows │ │ ├── 410-feature-ranking.ows │ │ ├── 450-cross-validation.ows │ │ ├── 470-misclassification-scatterplot.ows │ │ └── __init__.py ├── classification │ ├── __init__.py │ ├── _simple_tree.c │ ├── _tree_scorers.pyx │ ├── base_classification.py │ ├── calibration.py │ ├── catgb.py │ ├── gb.py │ ├── knn.py │ ├── logistic_regression.py │ ├── majority.py │ ├── naive_bayes.py │ ├── neural_network.py │ ├── outlier_detection.py │ ├── random_forest.py │ ├── rules.py │ ├── scoringsheet.py │ ├── sgd.py │ ├── simple_random_forest.py │ ├── simple_tree.py │ ├── softmax_regression.py │ ├── svm.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_base.py │ │ ├── test_calibration.py │ │ ├── test_catgb_cls.py │ │ ├── test_gb_cls.py │ │ ├── test_outlier_detection.py │ │ ├── test_simple_tree.py │ │ └── test_xgb_cls.py │ ├── tree.py │ ├── utils │ │ ├── __init__.py │ │ └── fasterrisk │ │ │ ├── LICENSE │ │ │ ├── NOTICE │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── fasterrisk.py │ │ │ ├── rounding.py │ │ │ ├── sparseBeamSearch.py │ │ │ ├── sparseDiversePool.py │ │ │ └── utils.py │ └── xgb.py ├── clustering │ ├── __init__.py │ ├── clustering.py │ ├── dbscan.py │ ├── hierarchical.py │ ├── kmeans.py │ └── louvain.py ├── data │ ├── __init__.py │ ├── _contingency.pyx │ ├── _io.pyx │ ├── _valuecount.pyx │ ├── _variable.pyx │ ├── aggregate.py │ ├── domain.py │ ├── filter.py │ ├── instance.py │ ├── io.py │ ├── io_base.py │ ├── io_util.py │ ├── pandas_compat.py │ ├── sql │ │ ├── __init__.py │ │ ├── backend │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── mssql.py │ │ │ └── postgres.py │ │ ├── filter.py │ │ └── table.py │ ├── storage.py │ ├── table.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_aggregate.py │ │ ├── test_domain.py │ │ ├── test_io.py │ │ ├── test_io_base.py │ │ ├── test_io_util.py │ │ ├── test_pandas_compat.py │ │ ├── test_sql_mssql.py │ │ ├── test_table.py │ │ ├── test_util.py │ │ └── test_variable.py │ ├── util.py │ └── variable.py ├── datasets │ ├── brown-selected.tab │ ├── brown-selected.tab.metadata │ ├── conferences.dst │ ├── datasets.info │ ├── heart_disease.tab │ ├── heart_disease.tab.metadata │ ├── housing.tab │ ├── housing.tab.metadata │ ├── iris.tab │ ├── iris.tab.metadata │ ├── list_update.py │ ├── slovenian-towns.dst │ ├── titanic.tab │ ├── titanic.tab.metadata │ ├── zoo.tab │ └── zoo.tab.metadata ├── distance │ ├── __init__.py │ ├── _distance.pyx │ ├── base.py │ ├── distance.py │ ├── distances.md │ └── tests │ │ ├── __init__.py │ │ ├── calculation.xlsx │ │ └── test_distance.py ├── ensembles │ ├── __init__.py │ ├── ada_boost.py │ └── stack.py ├── evaluation │ ├── __init__.py │ ├── clustering.py │ ├── performance_curves.py │ ├── scoring.py │ ├── testing.py │ └── tests │ │ ├── __init__.py │ │ ├── test_performance_curves.py │ │ └── test_scoring.py ├── misc │ ├── __init__.py │ ├── _distmatrix_xlsx.py │ ├── cache.py │ ├── collections.py │ ├── datasets.py │ ├── distmatrix.py │ ├── environ.py │ ├── lazy_module.py │ ├── server_embedder.py │ ├── tests │ │ ├── __init__.py │ │ ├── example_embedder.py │ │ ├── test_collections.py │ │ ├── test_distmatrix.py │ │ ├── test_distmatrix_xlsx.py │ │ ├── test_embedder_utils.py │ │ └── test_server_embedder.py │ ├── utils │ │ ├── __init__.py │ │ └── embedder_utils.py │ └── wrapper_meta.py ├── modelling │ ├── __init__.py │ ├── ada_boost.py │ ├── base.py │ ├── catgb.py │ ├── column.py │ ├── constant.py │ ├── gb.py │ ├── knn.py │ ├── linear.py │ ├── neural_network.py │ ├── randomforest.py │ ├── svm.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_catgb.py │ │ ├── test_column.py │ │ ├── test_gb.py │ │ └── test_xgb.py │ ├── tree.py │ └── xgb.py ├── preprocess │ ├── __init__.py │ ├── _discretize.pyx │ ├── _relieff.pyx │ ├── continuize.py │ ├── discretize.py │ ├── fss.py │ ├── impute.py │ ├── normalize.py │ ├── preprocess.py │ ├── remove.py │ ├── score.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_discretize.py │ │ ├── test_fss.py │ │ ├── test_impute.py │ │ └── test_transformation.py │ └── transformation.py ├── projection │ ├── __init__.py │ ├── _som.pyx │ ├── base.py │ ├── cur.py │ ├── freeviz.py │ ├── lda.py │ ├── manifold.py │ ├── pca.py │ ├── radviz.py │ └── som.py ├── regression │ ├── __init__.py │ ├── base_regression.py │ ├── catgb.py │ ├── curvefit.py │ ├── gb.py │ ├── knn.py │ ├── linear.py │ ├── linear_bfgs.py │ ├── mean.py │ ├── neural_network.py │ ├── pls.py │ ├── random_forest.py │ ├── simple_random_forest.py │ ├── svm.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_catgb_reg.py │ │ ├── test_curvefit.py │ │ ├── test_gb_reg.py │ │ ├── test_pls.py │ │ └── test_xgb_reg.py │ ├── tree.py │ └── xgb.py ├── statistics │ ├── __init__.py │ ├── basic_stats.py │ ├── contingency.py │ ├── distribution.py │ ├── tests.py │ └── util.py ├── tests │ ├── __init__.py │ ├── base.py │ ├── datasets │ │ ├── adult_sample_missing.tab │ │ ├── breast-cancer-wisconsin.tab │ │ ├── cyber-security-breaches.tab │ │ ├── imports-85.tab │ │ ├── invalid_characters.tab │ │ ├── ionosphere.tab │ │ ├── iris-orange-3-25.pkl │ │ ├── iris_basket.basket │ │ ├── lenses.tab │ │ ├── sailing-orange-3-20.pkl │ │ ├── sailing-orange-3-20.pkl.gz │ │ ├── sailing-orange-3-21.pkl │ │ ├── sailing-orange-3-21.pkl.gz │ │ ├── test1.tab │ │ ├── test10.tab │ │ ├── test2.tab │ │ ├── test3.tab │ │ ├── test4.tab │ │ ├── test5.tab │ │ ├── test8.tab │ │ ├── test9.tab │ │ ├── test_asn_data_working.csv │ │ ├── weird.tab │ │ └── zoo-with-images.tab │ ├── dummy_learners.py │ ├── sql │ │ ├── __init__.py │ │ ├── base.py │ │ ├── test_filter.py │ │ ├── test_misc.py │ │ ├── test_naive_bayes_sql.py │ │ └── test_sql_table.py │ ├── test__orange.py │ ├── test_ada_boost.py │ ├── test_base.py │ ├── test_basic_stats.py │ ├── test_basket_reader.py │ ├── test_classification.py │ ├── test_clustering_dbscan.py │ ├── test_clustering_hierarchical.py │ ├── test_clustering_kmeans.py │ ├── test_clustering_louvain.py │ ├── test_contingency.py │ ├── test_continuize.py │ ├── test_cur.py │ ├── test_data_util.py │ ├── test_datasets.py │ ├── test_discretize.py │ ├── test_distances.py │ ├── test_distribution.py │ ├── test_doctest.py │ ├── test_domain.py │ ├── test_evaluation_clustering.py │ ├── test_evaluation_scoring.py │ ├── test_evaluation_testing.py │ ├── test_filter.py │ ├── test_fitter.py │ ├── test_freeviz.py │ ├── test_fss.py │ ├── test_impute.py │ ├── test_instance.py │ ├── test_io.py │ ├── test_knn.py │ ├── test_lda.py │ ├── test_linear_bfgs_regression.py │ ├── test_linear_regression.py │ ├── test_logistic_regression.py │ ├── test_majority.py │ ├── test_manifold.py │ ├── test_mean.py │ ├── test_misc.py │ ├── test_naive_bayes.py │ ├── test_neural_network.py │ ├── test_normalize.py │ ├── test_orange.py │ ├── test_orangetree.py │ ├── test_pca.py │ ├── test_polynomial_learner.py │ ├── test_preprocess.py │ ├── test_preprocess_cur.py │ ├── test_preprocess_pca.py │ ├── test_radviz.py │ ├── test_random_forest.py │ ├── test_randomize.py │ ├── test_regression.py │ ├── test_remove.py │ ├── test_rules.py │ ├── test_score_feature.py │ ├── test_sgd.py │ ├── test_simple_random_forest.py │ ├── test_simple_tree.py │ ├── test_softmax_regression.py │ ├── test_sparse_reader.py │ ├── test_sparse_table.py │ ├── test_stack.py │ ├── test_statistics.py │ ├── test_svm.py │ ├── test_tab_reader.py │ ├── test_table.py │ ├── test_third_party.py │ ├── test_transformation.py │ ├── test_tree.py │ ├── test_txt_reader.py │ ├── test_url_reader.py │ ├── test_util.py │ ├── test_value.py │ ├── test_xlsx_reader.py │ └── xlsx_files │ │ ├── distances.xlsx │ │ ├── distances_nonsquare.xlsx │ │ ├── distances_with_nans.xlsx │ │ ├── header_0.xls │ │ ├── header_0.xlsx │ │ ├── header_0_sheet.xls │ │ ├── header_0_sheet.xlsx │ │ ├── header_1_flags.xls │ │ ├── header_1_flags.xlsx │ │ ├── header_1_hash.xlsx │ │ ├── header_1_no_flags.xls │ │ ├── header_1_no_flags.xlsx │ │ ├── header_3.xls │ │ ├── header_3.xlsx │ │ ├── missing.xls │ │ ├── missing.xlsx │ │ └── round_floats.xlsx ├── tree.py ├── util.py └── widgets │ ├── __init__.py │ ├── credentials.py │ ├── data │ ├── __init__.py │ ├── icons │ │ ├── AggregateColumns.svg │ │ ├── CSVFile.svg │ │ ├── Category-Data.svg │ │ ├── Colors.svg │ │ ├── Concatenate.svg │ │ ├── Continuize.svg │ │ ├── Correlations.svg │ │ ├── CreateClass.svg │ │ ├── CreateInstance.svg │ │ ├── DataInfo.svg │ │ ├── DataSampler.svg │ │ ├── DataSets.svg │ │ ├── Discretize.svg │ │ ├── EditDomain.svg │ │ ├── FeatureConstructor.svg │ │ ├── FeatureStatistics.svg │ │ ├── File.svg │ │ ├── GroupBy.svg │ │ ├── Impute.svg │ │ ├── Melt.svg │ │ ├── MergeData.svg │ │ ├── Neighbors.svg │ │ ├── Normalize.svg │ │ ├── Outliers.svg │ │ ├── PCA.svg │ │ ├── PaintData.svg │ │ ├── Pivot.svg │ │ ├── Preprocess.svg │ │ ├── PurgeDomain.svg │ │ ├── PythonScript.svg │ │ ├── Random.svg │ │ ├── Rank.svg │ │ ├── SQLTable.svg │ │ ├── Save.svg │ │ ├── SelectByDataIndex.svg │ │ ├── SelectColumns.svg │ │ ├── SelectColumnsRandom.svg │ │ ├── SelectRows.svg │ │ ├── Split.svg │ │ ├── Table.svg │ │ ├── Transform.svg │ │ ├── Transpose.svg │ │ ├── Unique.svg │ │ └── paintdata │ │ │ ├── brush.svg │ │ │ ├── jitter.svg │ │ │ ├── lasso-transparent_42px.png │ │ │ ├── magnet.svg │ │ │ ├── put.svg │ │ │ └── select-transparent_42px.png │ ├── owaggregatecolumns.py │ ├── owcolor.py │ ├── owconcatenate.py │ ├── owcontinuize.py │ ├── owcorrelations.py │ ├── owcreateclass.py │ ├── owcreateinstance.py │ ├── owcsvimport.py │ ├── owdatainfo.py │ ├── owdatasampler.py │ ├── owdatasets.py │ ├── owdiscretize.py │ ├── oweditdomain.py │ ├── owfeatureconstructor.py │ ├── owfeaturestatistics.py │ ├── owfile.py │ ├── owgroupby.py │ ├── owimpute.py │ ├── owmelt.py │ ├── owmergedata.py │ ├── owneighbors.py │ ├── owoutliers.py │ ├── owpaintdata.py │ ├── owpivot.py │ ├── owpreprocess.py │ ├── owpurgedomain.py │ ├── owpythonscript.py │ ├── owrandomize.py │ ├── owrank.py │ ├── owsave.py │ ├── owselectbydataindex.py │ ├── owselectcolumns.py │ ├── owselectrows.py │ ├── owsplit.py │ ├── owsql.py │ ├── owtable.py │ ├── owtransform.py │ ├── owtranspose.py │ ├── owunique.py │ ├── tests │ │ ├── __init__.py │ │ ├── actually-a-tab-file.xlsx │ │ ├── an_excel_file-too.foo │ │ ├── an_excel_file.foo │ │ ├── an_excel_file.xlsx │ │ ├── data-csv-types.tab │ │ ├── data-gender-region.tab │ │ ├── data-regions.tab │ │ ├── grep_file.txt │ │ ├── orange-in-education.tab │ │ ├── origin1 │ │ │ └── images.tab │ │ ├── origin2 │ │ │ └── images.tab │ │ ├── test_owaggregatecolumns.py │ │ ├── test_owcolor.py │ │ ├── test_owconcatenate.py │ │ ├── test_owcontinuize.py │ │ ├── test_owcorrelations.py │ │ ├── test_owcreateclass.py │ │ ├── test_owcreateinstance.py │ │ ├── test_owcsvimport.py │ │ ├── test_owdatainfo.py │ │ ├── test_owdatasampler.py │ │ ├── test_owdatasets.py │ │ ├── test_owdiscretize.py │ │ ├── test_oweditdomain.py │ │ ├── test_owfeatureconstructor.py │ │ ├── test_owfeaturestatistics.py │ │ ├── test_owfile.py │ │ ├── test_owgroupby.py │ │ ├── test_owimpute.py │ │ ├── test_owmelt.py │ │ ├── test_owmergedata.py │ │ ├── test_owneighbors.py │ │ ├── test_owoutliers.py │ │ ├── test_owpaintdata.py │ │ ├── test_owpivot.py │ │ ├── test_owpreprocess.py │ │ ├── test_owpurgedomain.py │ │ ├── test_owpythonscript.py │ │ ├── test_owrandomize.py │ │ ├── test_owrank.py │ │ ├── test_owsave.py │ │ ├── test_owselectbydataindex.py │ │ ├── test_owselectcolumns.py │ │ ├── test_owselectrows.py │ │ ├── test_owsplit.py │ │ ├── test_owsql.py │ │ ├── test_owtable.py │ │ ├── test_owtransform.py │ │ ├── test_owtranspose.py │ │ └── test_owunique.py │ └── utils │ │ ├── __init__.py │ │ ├── histogram.py │ │ ├── models.py │ │ ├── preprocess.py │ │ ├── pythoneditor │ │ ├── __init__.py │ │ ├── brackethighlighter.py │ │ ├── completer.py │ │ ├── editor.py │ │ ├── indenter.py │ │ ├── lines.py │ │ ├── rectangularselection.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── run_all.py │ │ │ ├── test_api.py │ │ │ ├── test_bracket_highlighter.py │ │ │ ├── test_draw_whitespace.py │ │ │ ├── test_edit.py │ │ │ ├── test_indent.py │ │ │ ├── test_indenter │ │ │ │ ├── __init__.py │ │ │ │ ├── indenttest.py │ │ │ │ └── test_python.py │ │ │ ├── test_rectangular_selection.py │ │ │ └── test_vim.py │ │ └── vim.py │ │ ├── tablesummary.py │ │ ├── tableview.py │ │ └── tests │ │ ├── __init__.py │ │ └── test_tableview.py │ ├── evaluate │ ├── __init__.py │ ├── contexthandlers.py │ ├── icons │ │ ├── CalibrationPlot.svg │ │ ├── Category-Evaluate.svg │ │ ├── ConfusionMatrix.svg │ │ ├── FeatureAsPredictor.svg │ │ ├── LiftCurve.svg │ │ ├── ParameterFitter.svg │ │ ├── PermutationPlot.svg │ │ ├── Predictions.svg │ │ ├── ROCAnalysis.svg │ │ ├── TestLearners1.svg │ │ └── TestLearners2.svg │ ├── owcalibrationplot.py │ ├── owconfusionmatrix.py │ ├── owfeatureaspredictor.py │ ├── owliftcurve.py │ ├── owparameterfitter.py │ ├── owpermutationplot.py │ ├── owpredictions.py │ ├── owrocanalysis.py │ ├── owtestandscore.py │ ├── tests │ │ ├── __init__.py │ │ ├── base.py │ │ ├── test_owcalibrationplot.py │ │ ├── test_owconfusionmatrix.py │ │ ├── test_owfeatureaspredictor.py │ │ ├── test_owliftcurve.py │ │ ├── test_owparameterfitter.py │ │ ├── test_owpermutationplot.py │ │ ├── test_owpredictions.py │ │ ├── test_owrocanalysis.py │ │ ├── test_owtestandscore.py │ │ └── test_utils.py │ └── utils.py │ ├── gui.py │ ├── icons │ ├── Dlg_arrow.png │ ├── Dlg_clear.png │ ├── Dlg_down3.png │ ├── Dlg_enter.png │ ├── Dlg_pan_hand.png │ ├── Dlg_redo.png │ ├── Dlg_send.png │ ├── Dlg_sort.png │ ├── Dlg_undo.png │ ├── Dlg_up3.png │ ├── Dlg_zoom.png │ ├── Dlg_zoom_reset.png │ ├── Dlg_zoom_selection.png │ ├── downgreenarrow.png │ ├── error.png │ ├── information.png │ ├── reset-hover.svg │ ├── reset.svg │ ├── upgreenarrow.png │ └── warning.png │ ├── io.py │ ├── model │ ├── __init__.py │ ├── icons │ │ ├── AdaBoost.svg │ │ ├── CN2RuleInduction.svg │ │ ├── CalibratedLearner.svg │ │ ├── Category-Model.svg │ │ ├── Constant.svg │ │ ├── CurveFit.svg │ │ ├── GradientBoosting.svg │ │ ├── KNN.svg │ │ ├── LinearRegression.svg │ │ ├── LoadModel.svg │ │ ├── LogisticRegression.svg │ │ ├── NN.svg │ │ ├── NaiveBayes.svg │ │ ├── PLS.svg │ │ ├── RandomForest.svg │ │ ├── SGD.svg │ │ ├── SVM.svg │ │ ├── SaveModel.svg │ │ ├── ScoringSheet.svg │ │ ├── Stacking.svg │ │ ├── Tree.svg │ │ └── UnivariateRegression.svg │ ├── owadaboost.py │ ├── owcalibratedlearner.py │ ├── owconstant.py │ ├── owcurvefit.py │ ├── owgradientboosting.py │ ├── owknn.py │ ├── owlinearregression.py │ ├── owloadmodel.py │ ├── owlogisticregression.py │ ├── ownaivebayes.py │ ├── owneuralnetwork.py │ ├── owpls.py │ ├── owrandomforest.py │ ├── owrules.py │ ├── owsavemodel.py │ ├── owscoringsheet.py │ ├── owsgd.py │ ├── owstack.py │ ├── owsvm.py │ ├── owtree.py │ └── tests │ │ ├── __init__.py │ │ ├── test_owadaboost.py │ │ ├── test_owcalibratedlearner.py │ │ ├── test_owconstant.py │ │ ├── test_owcurvefit.py │ │ ├── test_owgradientboosting.py │ │ ├── test_owknn.py │ │ ├── test_owlinearregression.py │ │ ├── test_owloadmodel.py │ │ ├── test_owlogisticregression.py │ │ ├── test_ownaivebayes.py │ │ ├── test_owneuralnetwork.py │ │ ├── test_owpls.py │ │ ├── test_owrandomforest.py │ │ ├── test_owrulesclassification.py │ │ ├── test_owsavemodel.py │ │ ├── test_owscoringsheet.py │ │ ├── test_owsgd.py │ │ ├── test_owstack.py │ │ ├── test_owsvm.py │ │ └── test_tree.py │ ├── obsolete │ ├── __init__.py │ ├── owtable.py │ └── tests │ │ ├── __init__.py │ │ └── test_owtable.py │ ├── report │ ├── __init__.py │ ├── owreport.py │ ├── report.py │ └── tests │ │ ├── __init__.py │ │ └── test_report.py │ ├── settings.py │ ├── tests │ ├── __init__.py │ ├── base.py │ ├── datasets │ │ ├── missing_data_1.tab │ │ ├── missing_data_2.tab │ │ ├── missing_data_3.tab │ │ ├── same_entropy.tab │ │ ├── testing_dataset_cls.tab │ │ └── testing_dataset_reg.tab │ ├── test_class_values_context_handler.py │ ├── test_credentials.py │ ├── test_domain_context_handler.py │ ├── test_gui.py │ ├── test_matplotlib_export.py │ ├── test_perfect_domain_context_handler.py │ ├── test_scatterplot_density.py │ ├── test_settings_handler.py │ ├── test_widgets_outputs.py │ ├── test_workflows.py │ ├── utils.py │ └── workflows │ │ ├── 3_14_0_distance_matrix.ows │ │ ├── 3_4_2.ows │ │ └── 3_5_0_python_script.ows │ ├── unsupervised │ ├── __init__.py │ ├── icons │ │ ├── Category-Unsupervised.svg │ │ ├── CorrespondenceAnalysis.svg │ │ ├── DBSCAN.svg │ │ ├── Distance.svg │ │ ├── DistanceFile.svg │ │ ├── DistanceMap.svg │ │ ├── DistanceMatrix.svg │ │ ├── DistancesTransformation.svg │ │ ├── HierarchicalClustering.svg │ │ ├── KMeans.svg │ │ ├── LouvainClustering.svg │ │ ├── MDS.svg │ │ ├── Manifold.svg │ │ ├── PCA.svg │ │ ├── SOM.svg │ │ ├── SaveDistances.svg │ │ └── TSNE.svg │ ├── owcorrespondence.py │ ├── owdbscan.py │ ├── owdistancefile.py │ ├── owdistancemap.py │ ├── owdistancematrix.py │ ├── owdistances.py │ ├── owdistancetransformation.py │ ├── owhierarchicalclustering.py │ ├── owkmeans.py │ ├── owlouvainclustering.py │ ├── owmanifoldlearning.py │ ├── owmds.py │ ├── owpca.py │ ├── owsavedistances.py │ ├── owsom.py │ ├── owtsne.py │ └── tests │ │ ├── __init__.py │ │ ├── test_owcorrespondence.py │ │ ├── test_owdbscan.py │ │ ├── test_owdistancefile.py │ │ ├── test_owdistancemap.py │ │ ├── test_owdistancematrix.py │ │ ├── test_owdistances.py │ │ ├── test_owhierarchicalclustering.py │ │ ├── test_owkmeans.py │ │ ├── test_owlouvain.py │ │ ├── test_owmanifoldlearning.py │ │ ├── test_owmds.py │ │ ├── test_owpca.py │ │ ├── test_owsavedistances.py │ │ ├── test_owsom.py │ │ └── test_owtsne.py │ ├── utils │ ├── PDFExporter.py │ ├── SVGExporter.py │ ├── __init__.py │ ├── _grid_density.cpp │ ├── annotated_data.py │ ├── buttons.py │ ├── classdensity.py │ ├── colorgradientselection.py │ ├── colorpalettes.py │ ├── combobox.py │ ├── concurrent.py │ ├── datacaching.py │ ├── dendrogram.py │ ├── distmatrixmodel.py │ ├── domaineditor.py │ ├── encodings.py │ ├── filedialogs.py │ ├── graphicsflowlayout.py │ ├── graphicslayoutitem.py │ ├── graphicspixmapwidget.py │ ├── graphicsscene.py │ ├── graphicstextlist.py │ ├── graphicsview.py │ ├── headerview.py │ ├── image.py │ ├── intervalslider.py │ ├── itemdelegates.py │ ├── itemmodels.py │ ├── itemselectionmodel.py │ ├── listfilter.py │ ├── localization │ │ ├── __init__.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_localization.py │ ├── matplotlib_export.py │ ├── messages.py │ ├── multi_target.py │ ├── overlay.py │ ├── owbasesql.py │ ├── owlearnerwidget.py │ ├── pathutils.py │ ├── plot │ │ ├── __init__.py │ │ ├── owconstants.py │ │ ├── owpalette.py │ │ ├── owplotgui.py │ │ └── owplotgui_obsolete.py │ ├── progressbar.py │ ├── save │ │ ├── __init__.py │ │ ├── owsavebase.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ └── test_owsavebase.py │ ├── saveplot.py │ ├── settings.py │ ├── signals.py │ ├── slidergraph.py │ ├── spinbox.py │ ├── sql.py │ ├── state_summary.py │ ├── stdpaths.py │ ├── stickygraphicsview.py │ ├── tableview.py │ ├── tests │ │ ├── __init__.py │ │ ├── concurrent_example.py │ │ ├── test_annotated_data.py │ │ ├── test_colorgradientselection.py │ │ ├── test_colorpalettes.py │ │ ├── test_combobox.py │ │ ├── test_concurrent.py │ │ ├── test_concurrent_example.py │ │ ├── test_dendrogram.py │ │ ├── test_distmatrixmodel.py │ │ ├── test_domaineditor.py │ │ ├── test_encodings.py │ │ ├── test_filedialogs.py │ │ ├── test_graphicsflowlayout.py │ │ ├── test_graphicspixmapwidget.py │ │ ├── test_graphicstextlist.py │ │ ├── test_headerview.py │ │ ├── test_itemmodels.py │ │ ├── test_itemselectionmodel.py │ │ ├── test_multi_target.py │ │ ├── test_owbasesql.py │ │ ├── test_owlearnerwidget.py │ │ ├── test_signals.py │ │ ├── test_slidergraph.py │ │ ├── test_spinbox.py │ │ ├── test_sql.py │ │ ├── test_state_summary.py │ │ ├── test_stickygraphicsview.py │ │ ├── test_tableview.py │ │ ├── test_textimport.py │ │ └── test_userinput.py │ ├── textimport.py │ ├── userinput.py │ ├── webview.py │ └── widgetpreview.py │ ├── visualize │ ├── __init__.py │ ├── icons │ │ ├── BarPlot.svg │ │ ├── BoxPlot.svg │ │ ├── CN2RuleViewer.svg │ │ ├── Category-Visualize.svg │ │ ├── Distribution.svg │ │ ├── Dlg_down3.png │ │ ├── Dlg_up3.png │ │ ├── Freeviz.svg │ │ ├── Heatmap.svg │ │ ├── LinePlot.svg │ │ ├── LinearProjection.svg │ │ ├── MosaicDisplay.svg │ │ ├── Nomogram.svg │ │ ├── ParallelCoordinates.svg │ │ ├── PythagoreanForest.svg │ │ ├── PythagoreanTree.svg │ │ ├── Radviz.svg │ │ ├── ScatterPlot.svg │ │ ├── ScoringSheetViewer.svg │ │ ├── SieveDiagram.svg │ │ ├── SilhouettePlot.svg │ │ ├── TreeViewer.svg │ │ ├── VennDiagram.svg │ │ ├── ViolinPlot.svg │ │ ├── interval-horizontal.svg │ │ └── interval-vertical.svg │ ├── owbarplot.py │ ├── owboxplot.py │ ├── owdistributions.py │ ├── owfreeviz.py │ ├── owheatmap.py │ ├── owlinearprojection.py │ ├── owlineplot.py │ ├── owmosaic.py │ ├── ownomogram.py │ ├── owpythagorastree.py │ ├── owpythagoreanforest.py │ ├── owradviz.py │ ├── owruleviewer.py │ ├── owscatterplot.py │ ├── owscatterplotgraph.py │ ├── owscoringsheetviewer.py │ ├── owsieve.py │ ├── owsilhouetteplot.py │ ├── owtreeviewer.py │ ├── owtreeviewer2d.py │ ├── owvenndiagram.py │ ├── owviolinplot.py │ ├── pythagorastreeviewer.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_owbarplot.py │ │ ├── test_owboxplot.py │ │ ├── test_owdistributions.py │ │ ├── test_owfreeviz.py │ │ ├── test_owheatmap.py │ │ ├── test_owlinearprojection.py │ │ ├── test_owlineplot.py │ │ ├── test_owmosaic.py │ │ ├── test_ownomogram.py │ │ ├── test_owprojectionwidget.py │ │ ├── test_owpythagorastree.py │ │ ├── test_owpythagoreanforest.py │ │ ├── test_owradviz.py │ │ ├── test_owruleviewer.py │ │ ├── test_owscatterplot.py │ │ ├── test_owscatterplotbase.py │ │ ├── test_owscoringsheetviewer.py │ │ ├── test_owsieve.py │ │ ├── test_owsilhouetteplot.py │ │ ├── test_owtreegraph.py │ │ ├── test_owvenndiagram.py │ │ ├── test_owviolinplot.py │ │ └── test_vizrankdialog.py │ └── utils │ │ ├── __init__.py │ │ ├── component.py │ │ ├── customizableplot.py │ │ ├── error_bars_dialog.py │ │ ├── graphicsrichtextwidget.py │ │ ├── heatmap.py │ │ ├── lac.py │ │ ├── owlegend.py │ │ ├── plotutils.py │ │ ├── scene.py │ │ ├── tests │ │ ├── __init__.py │ │ ├── test_customizableplot.py │ │ ├── test_error_bars_dialog.py │ │ ├── test_heatmap.py │ │ ├── test_plotutils.py │ │ └── test_vizrank.py │ │ ├── tree │ │ ├── __init__.py │ │ ├── rules.py │ │ ├── skltreeadapter.py │ │ ├── tests │ │ │ ├── __init__.py │ │ │ ├── test_rules.py │ │ │ └── test_treeadapter.py │ │ └── treeadapter.py │ │ ├── view.py │ │ ├── vizrank.py │ │ └── widget.py │ └── widget.py ├── README-dev.md ├── README.md ├── README.pypi ├── ROADMAP.md ├── benchmark ├── __init__.py ├── base.py ├── bench_basic.py ├── bench_datadelegate.py ├── bench_domain.py ├── bench_owkmeans.py ├── bench_preprocess.py ├── bench_save.py ├── bench_transform.py └── bench_variable.py ├── codecov.yml ├── conda-recipe └── meta.yaml ├── distribute ├── icon-256.png ├── icon-48.png ├── orange-canvas.desktop ├── orange-canvas.png ├── orange-example-tall.png └── orange-title.png ├── doc ├── build_doc.sh ├── conf.py ├── data-mining-library │ ├── Makefile │ ├── make.bat │ └── source │ │ ├── conf.py │ │ ├── index.rst │ │ ├── reference │ │ ├── classification.rst │ │ ├── clustering.hierarchical.rst │ │ ├── clustering.rst │ │ ├── code │ │ │ ├── classification-cn2ruleinduction1.py │ │ │ ├── discretization-table-method.py │ │ │ ├── discretization-table.py │ │ │ ├── imputation-average.py │ │ │ └── imputation-default.py │ │ ├── data.domain.rst │ │ ├── data.filters.rst │ │ ├── data.instance.rst │ │ ├── data.io.rst │ │ ├── data.pandas.rst │ │ ├── data.rst │ │ ├── data.sql.rst │ │ ├── data.storage.rst │ │ ├── data.table.rst │ │ ├── data.value.rst │ │ ├── data.variable.rst │ │ ├── distance.rst │ │ ├── evaluation.cd.rst │ │ ├── evaluation.performance_curves.rst │ │ ├── evaluation.rst │ │ ├── evaluation.testing.rst │ │ ├── misc.distmatrix.rst │ │ ├── misc.rst │ │ ├── outliers.rst │ │ ├── preprocess.rst │ │ ├── projection.rst │ │ └── regression.rst │ │ └── tutorial │ │ ├── classification.rst │ │ ├── code │ │ ├── classification-accuracy-train.py │ │ ├── classification-classifier1.py │ │ ├── classification-classifier2.py │ │ ├── classification-cv.py │ │ ├── classification-cv2.py │ │ ├── classification-cv3.py │ │ ├── classification-models.py │ │ ├── classification-other.py │ │ ├── data-domain-numpy.py │ │ ├── data-domain1.py │ │ ├── data-domain2.py │ │ ├── data-feature-selection.py │ │ ├── data-instances1.py │ │ ├── data-instances2.py │ │ ├── data-instances3.py │ │ ├── data-instances4.py │ │ ├── data-lenses.py │ │ ├── data-metas.py │ │ ├── data-missing.py │ │ ├── data-save.py │ │ ├── data-subsetting.py │ │ ├── lenses.tab │ │ ├── regression-cv.py │ │ ├── regression-other.py │ │ ├── regression-tree.py │ │ ├── regression.py │ │ ├── run-all.py │ │ ├── student-grades.tab │ │ └── zoo.tab │ │ ├── conf.py │ │ ├── data.rst │ │ └── regression.rst ├── development │ ├── Makefile │ ├── make.bat │ └── source │ │ ├── code │ │ ├── owMultiplier.py │ │ ├── owNumber.py │ │ ├── owProduct.py │ │ └── widgetTemplate.py │ │ ├── conf.py │ │ ├── gui.rst │ │ ├── images │ │ ├── dataSamplerBWidget.png │ │ ├── datasampler-channelquerry.png │ │ ├── datasampler-totable.png │ │ ├── datasamplerAempty.png │ │ ├── datasamplerAupdated.png │ │ ├── file-to-learningcurveb.png │ │ ├── io-summary-empty.png │ │ ├── io-summary-popup.png │ │ ├── io-summary.png │ │ ├── learningcurve-output.png │ │ ├── learningcurve.png │ │ ├── owScatterplot.png │ │ ├── progressbar-title.png │ │ ├── progressbar.png │ │ ├── samplewidgetontoolbox.png │ │ ├── schemawithdatasamplerB.png │ │ ├── schemawithdatatable.png │ │ ├── usertips.png │ │ ├── warningmessage.png │ │ └── widgettoolbox.png │ │ ├── index.rst │ │ ├── orange-demo │ │ ├── orangedemo │ │ │ ├── OWDataSamplerA.py │ │ │ ├── OWDataSamplerB.py │ │ │ ├── OWDataSamplerC.py │ │ │ ├── OWLearningCurveA.py │ │ │ ├── OWLearningCurveB.py │ │ │ ├── OWLearningCurveC.py │ │ │ ├── __init__.py │ │ │ └── icons │ │ │ │ ├── DataSamplerA.svg │ │ │ │ ├── DataSamplerB.svg │ │ │ │ ├── DataSamplerC.svg │ │ │ │ └── LearningCurve.svg │ │ └── setup.py │ │ ├── testing.rst │ │ ├── tutorial-channels.rst │ │ ├── tutorial-responsive-gui.rst │ │ ├── tutorial-settings.rst │ │ ├── tutorial-utilities.rst │ │ ├── tutorial.rst │ │ └── widget.rst └── widgets.json ├── i18n ├── README.md ├── si │ ├── msgs.jaml │ ├── static │ │ └── canvas │ │ │ └── workflows │ │ │ └── si │ │ │ ├── 110-file-and-data-table-widget.ows │ │ │ ├── 120-scatterplot-data-table.ows │ │ │ ├── 130-scatterplot-visualize-subset.ows │ │ │ ├── 250-tree-scatterplot.ows │ │ │ ├── 305-pca.ows │ │ │ ├── 310-clustering.ows │ │ │ ├── 410-feature-ranking.ows │ │ │ ├── 450-cross-validation.ows │ │ │ └── 470-misclassification-scatterplot.ows │ ├── tests-config.yaml │ └── tests-msgs.jaml ├── trans.sh ├── trans1.sh └── trubar-config.yaml ├── pylintrc ├── pyproject.toml ├── quietunittest.py ├── requirements-core.txt ├── requirements-dev.txt ├── requirements-doc.txt ├── requirements-gui.txt ├── requirements-pyqt.txt ├── requirements-readthedocs.txt ├── requirements-sql.txt ├── requirements.txt ├── scripts ├── create_changelog.sh └── create_widget_catalog.py ├── setup.cfg ├── setup.py ├── tox.ini └── tutorials ├── README.md └── learners.ipynb /.codeclimate.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/biolab/orange3/HEAD/.codeclimate.yml -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/biolab/orange3/HEAD/.coveragerc 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