This is an automated email from the ASF dual-hosted git repository.
baunsgaard pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/systemds.git
from 3e6e3210c1 [MINOR] Change default logging level to warn in python api
new 978412445d [SYSTEMDS-3330] Documentation of builtin functions (main)
new 4e05c196fa [MINOR] Python Testing Cleanup
The 2 revisions listed above as "new" are entirely new to this
repository and will be described in separate emails. The revisions
listed as "add" were already present in the repository and have only
been added to this reference.
Summary of changes:
.github/workflows/python.yml | 8 +-
.github/workflows/pythonFormatting.yml | 2 +-
scripts/builtin/dist.dml | 15 ++++
scripts/builtin/img_brightness.dml | 19 ++++-
scripts/builtin/img_brightness_linearized.dml | 19 ++++-
scripts/builtin/img_crop.dml | 19 ++++-
scripts/builtin/img_crop_linearized.dml | 19 ++++-
scripts/builtin/img_cutout.dml | 20 +++++
scripts/builtin/img_cutout_linearized.dml | 23 +++++-
scripts/builtin/img_invert.dml | 21 ++++-
scripts/builtin/img_invert_linearized.dml | 21 ++++-
scripts/builtin/img_mirror.dml | 23 +++++-
scripts/builtin/img_mirror_linearized.dml | 48 ++++++++++-
scripts/builtin/img_posterize.dml | 23 +++++-
scripts/builtin/img_posterize_linearized.dml | 23 +++++-
scripts/builtin/img_rotate.dml | 19 +++++
scripts/builtin/img_rotate_linearized.dml | 25 +++++-
scripts/builtin/img_sample_pairing.dml | 28 ++++++-
scripts/builtin/img_sample_pairing_linearized.dml | 26 +++++-
scripts/builtin/img_shear.dml | 19 +++++
scripts/builtin/img_shear_linearized.dml | 23 +++++-
scripts/builtin/img_transform.dml | 19 +++++
scripts/builtin/img_transform_linearized.dml | 25 +++++-
scripts/builtin/img_translate.dml | 19 +++++
scripts/builtin/img_translate_linearized.dml | 22 +++++-
scripts/builtin/lm.dml | 30 +++++++
scripts/builtin/normalize.dml | 14 ++++
scripts/builtin/randomForest.dml | 41 ++++++++++
scripts/builtin/randomForestPredict.dml | 43 ++++++++++
scripts/builtin/toOneHot.dml | 16 ++++
.../python/docs/source/api/operator/algorithms.rst | 7 +-
.../docs/source/api/operator/algorithms/WoE.rst | 25 ++++++
.../source/api/operator/algorithms/WoEApply.rst | 25 ++++++
.../source/api/operator/algorithms/abstain.rst | 25 ++++++
.../docs/source/api/operator/algorithms/adasyn.rst | 25 ++++++
.../docs/source/api/operator/algorithms/als.rst | 25 ++++++
.../docs/source/api/operator/algorithms/alsCG.rst | 25 ++++++
.../docs/source/api/operator/algorithms/alsDS.rst | 25 ++++++
.../source/api/operator/algorithms/alsPredict.rst | 25 ++++++
.../api/operator/algorithms/alsTopkPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/ampute.rst | 25 ++++++
.../api/operator/algorithms/apply_pipeline.rst | 25 ++++++
.../docs/source/api/operator/algorithms/arima.rst | 25 ++++++
.../docs/source/api/operator/algorithms/auc.rst | 25 ++++++
.../api/operator/algorithms/autoencoder_2layer.rst | 25 ++++++
.../docs/source/api/operator/algorithms/bandit.rst | 25 ++++++
.../docs/source/api/operator/algorithms/bivar.rst | 25 ++++++
.../source/api/operator/algorithms/components.rst | 25 ++++++
.../api/operator/algorithms/confusionMatrix.rst | 25 ++++++
.../api/operator/algorithms/cooccurrenceMatrix.rst | 25 ++++++
.../docs/source/api/operator/algorithms/cor.rst | 25 ++++++
.../api/operator/algorithms/correctTypos.rst | 25 ++++++
.../api/operator/algorithms/correctTyposApply.rst | 25 ++++++
.../docs/source/api/operator/algorithms/cox.rst | 25 ++++++
.../source/api/operator/algorithms/cspline.rst | 25 ++++++
.../source/api/operator/algorithms/csplineCG.rst | 25 ++++++
.../source/api/operator/algorithms/csplineDS.rst | 25 ++++++
.../docs/source/api/operator/algorithms/cvlm.rst | 25 ++++++
.../docs/source/api/operator/algorithms/dbscan.rst | 25 ++++++
.../source/api/operator/algorithms/dbscanApply.rst | 25 ++++++
.../api/operator/algorithms/decisionTree.rst | 25 ++++++
.../operator/algorithms/decisionTreePredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/dedup.rst | 25 ++++++
.../source/api/operator/algorithms/deepWalk.rst | 25 ++++++
.../api/operator/algorithms/denialConstraints.rst | 25 ++++++
.../operator/algorithms/differenceStatistics.rst | 25 ++++++
.../source/api/operator/algorithms/discoverFD.rst | 25 ++++++
.../docs/source/api/operator/algorithms/dist.rst | 25 ++++++
.../docs/source/api/operator/algorithms/dmv.rst | 25 ++++++
.../docs/source/api/operator/algorithms/ema.rst | 25 ++++++
.../api/operator/algorithms/executePipeline.rst | 25 ++++++
.../source/api/operator/algorithms/f1Score.rst | 25 ++++++
.../docs/source/api/operator/algorithms/fdr.rst | 25 ++++++
.../source/api/operator/algorithms/ffPredict.rst | 25 ++++++
.../source/api/operator/algorithms/ffTrain.rst | 25 ++++++
.../api/operator/algorithms/fit_pipeline.rst | 25 ++++++
.../api/operator/algorithms/fixInvalidLengths.rst | 25 ++++++
.../operator/algorithms/fixInvalidLengthsApply.rst | 25 ++++++
.../api/operator/algorithms/flattenQuantile.rst | 25 ++++++
.../source/api/operator/algorithms/frameSort.rst | 25 ++++++
.../api/operator/algorithms/frequencyEncode.rst | 25 ++++++
.../operator/algorithms/frequencyEncodeApply.rst | 25 ++++++
.../docs/source/api/operator/algorithms/garch.rst | 25 ++++++
.../api/operator/algorithms/gaussianClassifier.rst | 25 ++++++
.../source/api/operator/algorithms/getAccuracy.rst | 25 ++++++
.../docs/source/api/operator/algorithms/glm.rst | 25 ++++++
.../source/api/operator/algorithms/glmPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/glove.rst | 25 ++++++
.../docs/source/api/operator/algorithms/gmm.rst | 25 ++++++
.../source/api/operator/algorithms/gmmPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/gnmf.rst | 25 ++++++
.../source/api/operator/algorithms/gridSearch.rst | 25 ++++++
.../operator/algorithms/hospitalResidencyMatch.rst | 25 ++++++
.../source/api/operator/algorithms/hyperband.rst | 25 ++++++
.../api/operator/algorithms/img_brightness.rst | 25 ++++++
.../algorithms/img_brightness_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_crop.rst | 25 ++++++
.../operator/algorithms/img_crop_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_cutout.rst | 25 ++++++
.../operator/algorithms/img_cutout_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_invert.rst | 25 ++++++
.../operator/algorithms/img_invert_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_mirror.rst | 25 ++++++
.../operator/algorithms/img_mirror_linearized.rst | 25 ++++++
.../api/operator/algorithms/img_posterize.rst | 25 ++++++
.../algorithms/img_posterize_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_rotate.rst | 25 ++++++
.../operator/algorithms/img_rotate_linearized.rst | 25 ++++++
.../api/operator/algorithms/img_sample_pairing.rst | 25 ++++++
.../algorithms/img_sample_pairing_linearized.rst | 25 ++++++
.../source/api/operator/algorithms/img_shear.rst | 25 ++++++
.../operator/algorithms/img_shear_linearized.rst | 25 ++++++
.../api/operator/algorithms/img_transform.rst | 25 ++++++
.../algorithms/img_transform_linearized.rst | 25 ++++++
.../api/operator/algorithms/img_translate.rst | 25 ++++++
.../algorithms/img_translate_linearized.rst | 25 ++++++
.../api/operator/algorithms/impurityMeasures.rst | 25 ++++++
.../source/api/operator/algorithms/imputeByFD.rst | 25 ++++++
.../api/operator/algorithms/imputeByFDApply.rst | 25 ++++++
.../source/api/operator/algorithms/imputeByKNN.rst | 25 ++++++
.../api/operator/algorithms/imputeByMean.rst | 25 ++++++
.../api/operator/algorithms/imputeByMeanApply.rst | 25 ++++++
.../api/operator/algorithms/imputeByMedian.rst | 25 ++++++
.../operator/algorithms/imputeByMedianApply.rst | 25 ++++++
.../api/operator/algorithms/imputeByMode.rst | 25 ++++++
.../api/operator/algorithms/imputeByModeApply.rst | 25 ++++++
.../api/operator/algorithms/incSliceLine.rst | 25 ++++++
.../source/api/operator/algorithms/intersect.rst | 25 ++++++
.../docs/source/api/operator/algorithms/km.rst | 25 ++++++
.../docs/source/api/operator/algorithms/kmeans.rst | 25 ++++++
.../api/operator/algorithms/kmeansPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/knn.rst | 25 ++++++
.../source/api/operator/algorithms/knnGraph.rst | 25 ++++++
.../docs/source/api/operator/algorithms/knnbf.rst | 25 ++++++
.../docs/source/api/operator/algorithms/l2svm.rst | 25 ++++++
.../api/operator/algorithms/l2svmPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/lasso.rst | 25 ++++++
.../api/operator/algorithms/lenetPredict.rst | 25 ++++++
.../source/api/operator/algorithms/lenetTrain.rst | 25 ++++++
.../docs/source/api/operator/algorithms/lm.rst | 25 ++++++
.../docs/source/api/operator/algorithms/lmCG.rst | 25 ++++++
.../docs/source/api/operator/algorithms/lmDS.rst | 25 ++++++
.../source/api/operator/algorithms/lmPredict.rst | 25 ++++++
.../api/operator/algorithms/lmPredictStats.rst | 25 ++++++
.../source/api/operator/algorithms/logSumExp.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mae.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mape.rst | 25 ++++++
.../api/operator/algorithms/matrixProfile.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mcc.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mdedup.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mice.rst | 25 ++++++
.../source/api/operator/algorithms/miceApply.rst | 25 ++++++
.../docs/source/api/operator/algorithms/mse.rst | 25 ++++++
.../docs/source/api/operator/algorithms/msmape.rst | 25 ++++++
.../docs/source/api/operator/algorithms/msvm.rst | 25 ++++++
.../source/api/operator/algorithms/msvmPredict.rst | 25 ++++++
.../source/api/operator/algorithms/multiLogReg.rst | 25 ++++++
.../api/operator/algorithms/multiLogRegPredict.rst | 25 ++++++
.../source/api/operator/algorithms/na_locf.rst | 25 ++++++
.../source/api/operator/algorithms/naiveBayes.rst | 25 ++++++
.../api/operator/algorithms/naiveBayesPredict.rst | 25 ++++++
.../source/api/operator/algorithms/normalize.rst | 25 ++++++
.../api/operator/algorithms/normalizeApply.rst | 25 ++++++
.../docs/source/api/operator/algorithms/nrmse.rst | 25 ++++++
.../source/api/operator/algorithms/outlier.rst | 25 ++++++
.../api/operator/algorithms/outlierByArima.rst | 25 ++++++
.../api/operator/algorithms/outlierByIQR.rst | 25 ++++++
.../api/operator/algorithms/outlierByIQRApply.rst | 25 ++++++
.../source/api/operator/algorithms/outlierBySd.rst | 25 ++++++
.../api/operator/algorithms/outlierBySdApply.rst | 25 ++++++
.../source/api/operator/algorithms/pageRank.rst | 25 ++++++
.../docs/source/api/operator/algorithms/pca.rst | 25 ++++++
.../source/api/operator/algorithms/pcaInverse.rst | 25 ++++++
.../api/operator/algorithms/pcaTransform.rst | 25 ++++++
.../docs/source/api/operator/algorithms/pnmf.rst | 25 ++++++
.../docs/source/api/operator/algorithms/ppca.rst | 25 ++++++
.../docs/source/api/operator/algorithms/psnr.rst | 25 ++++++
.../api/operator/algorithms/quantizeByCluster.rst | 25 ++++++
.../source/api/operator/algorithms/raGroupby.rst | 25 ++++++
.../docs/source/api/operator/algorithms/raJoin.rst | 25 ++++++
.../source/api/operator/algorithms/raSelection.rst | 25 ++++++
.../api/operator/algorithms/randomForest.rst | 25 ++++++
.../operator/algorithms/randomForestPredict.rst | 25 ++++++
.../docs/source/api/operator/algorithms/rmse.rst | 25 ++++++
.../docs/source/api/operator/algorithms/scale.rst | 25 ++++++
.../source/api/operator/algorithms/scaleApply.rst | 25 ++++++
.../source/api/operator/algorithms/scaleMinMax.rst | 25 ++++++
.../api/operator/algorithms/selectByVarThresh.rst | 25 ++++++
.../docs/source/api/operator/algorithms/ses.rst | 25 ++++++
.../source/api/operator/algorithms/setdiff.rst | 25 ++++++
.../api/operator/algorithms/shapExplainer.rst | 25 ++++++
.../source/api/operator/algorithms/sherlock.rst | 25 ++++++
.../api/operator/algorithms/sherlockPredict.rst | 25 ++++++
.../api/operator/algorithms/shortestPath.rst | 25 ++++++
.../source/api/operator/algorithms/sigmoid.rst | 25 ++++++
.../source/api/operator/algorithms/skewness.rst | 25 ++++++
.../source/api/operator/algorithms/sliceLine.rst | 25 ++++++
.../api/operator/algorithms/sliceLineDebug.rst | 25 ++++++
.../api/operator/algorithms/sliceLineExtract.rst | 25 ++++++
.../source/api/operator/algorithms/slicefinder.rst | 25 ++++++
.../docs/source/api/operator/algorithms/smape.rst | 25 ++++++
.../docs/source/api/operator/algorithms/smote.rst | 25 ++++++
.../source/api/operator/algorithms/softmax.rst | 25 ++++++
.../docs/source/api/operator/algorithms/split.rst | 25 ++++++
.../api/operator/algorithms/splitBalanced.rst | 25 ++++++
.../source/api/operator/algorithms/sqrtMatrix.rst | 25 ++++++
.../api/operator/algorithms/stableMarriage.rst | 25 ++++++
.../source/api/operator/algorithms/statsNA.rst | 25 ++++++
.../docs/source/api/operator/algorithms/steplm.rst | 25 ++++++
.../source/api/operator/algorithms/stratstats.rst | 25 ++++++
.../operator/algorithms/symmetricDifference.rst | 25 ++++++
.../docs/source/api/operator/algorithms/tSNE.rst | 25 ++++++
.../source/api/operator/algorithms/toOneHot.rst | 25 ++++++
.../source/api/operator/algorithms/tomeklink.rst | 25 ++++++
.../api/operator/algorithms/topk_cleaning.rst | 25 ++++++
.../api/operator/algorithms/underSampling.rst | 25 ++++++
.../docs/source/api/operator/algorithms/union.rst | 25 ++++++
.../docs/source/api/operator/algorithms/univar.rst | 25 ++++++
.../source/api/operator/algorithms/vectorToCsv.rst | 25 ++++++
.../docs/source/api/operator/algorithms/wer.rst | 25 ++++++
.../source/api/operator/algorithms/winsorize.rst | 25 ++++++
.../api/operator/algorithms/winsorizeApply.rst | 25 ++++++
.../source/api/operator/algorithms/xdummy1.rst | 25 ++++++
.../source/api/operator/algorithms/xdummy2.rst | 25 ++++++
.../source/api/operator/algorithms/xgboost.rst | 25 ++++++
.../algorithms/xgboostPredictClassification.rst | 25 ++++++
.../algorithms/xgboostPredictRegression.rst | 25 ++++++
src/main/python/generator/dml_parser.py | 24 +++++-
src/main/python/generator/generator.py | 92 ++++++++++++++++++++--
.../resources/template_python_script_rst_license | 20 +++++
.../python/systemds/context/systemds_context.py | 4 +-
.../systemds/operator/algorithm/builtin/dist.py | 15 ++++
.../operator/algorithm/builtin/img_brightness.py | 19 ++++-
.../algorithm/builtin/img_brightness_linearized.py | 19 ++++-
.../operator/algorithm/builtin/img_crop.py | 19 ++++-
.../algorithm/builtin/img_crop_linearized.py | 19 ++++-
.../operator/algorithm/builtin/img_cutout.py | 20 +++++
.../algorithm/builtin/img_cutout_linearized.py | 21 ++++-
.../operator/algorithm/builtin/img_invert.py | 21 ++++-
.../algorithm/builtin/img_invert_linearized.py | 21 ++++-
.../operator/algorithm/builtin/img_mirror.py | 23 +++++-
.../algorithm/builtin/img_mirror_linearized.py | 48 ++++++++++-
.../operator/algorithm/builtin/img_posterize.py | 23 +++++-
.../algorithm/builtin/img_posterize_linearized.py | 23 +++++-
.../operator/algorithm/builtin/img_rotate.py | 19 +++++
.../algorithm/builtin/img_rotate_linearized.py | 23 +++++-
.../algorithm/builtin/img_sample_pairing.py | 28 ++++++-
.../builtin/img_sample_pairing_linearized.py | 26 +++++-
.../operator/algorithm/builtin/img_shear.py | 19 +++++
.../algorithm/builtin/img_shear_linearized.py | 23 +++++-
.../operator/algorithm/builtin/img_transform.py | 19 +++++
.../algorithm/builtin/img_transform_linearized.py | 23 +++++-
.../operator/algorithm/builtin/img_translate.py | 19 +++++
.../algorithm/builtin/img_translate_linearized.py | 22 +++++-
.../systemds/operator/algorithm/builtin/lm.py | 30 +++++++
.../operator/algorithm/builtin/normalize.py | 14 ++++
.../operator/algorithm/builtin/randomForest.py | 41 ++++++++++
.../algorithm/builtin/randomForestPredict.py | 43 ++++++++++
.../operator/algorithm/builtin/toOneHot.py | 16 ++++
src/main/python/tests/algorithms/test_cov.py | 2 +-
src/main/python/tests/algorithms/test_gmm.py | 2 +-
src/main/python/tests/algorithms/test_kmeans.py | 2 +-
src/main/python/tests/algorithms/test_l2svm.py | 2 +-
src/main/python/tests/algorithms/test_lm.py | 65 ---------------
.../python/tests/algorithms/test_multiLogReg.py | 2 +-
src/main/python/tests/algorithms/test_pca.py | 2 +-
src/main/python/tests/algorithms/test_signal.py | 2 +-
src/main/python/tests/algorithms/test_solve.py | 2 +-
.../auto_tests/test_dist.py} | 39 ++++-----
.../auto_tests/test_img_brightness.py} | 41 +++++-----
.../auto_tests/test_img_brightness_linearized.py} | 41 +++++-----
.../auto_tests/test_img_crop.py} | 41 +++++-----
.../auto_tests/test_img_crop_linearized.py} | 41 +++++-----
.../auto_tests/test_img_cutout.py} | 43 +++++-----
.../tests/auto_tests/test_img_cutout_linearized.py | 51 ++++++++++++
.../auto_tests/test_img_invert.py} | 43 +++++-----
.../tests/auto_tests/test_img_invert_linearized.py | 51 ++++++++++++
.../auto_tests/test_img_mirror.py} | 43 +++++-----
.../auto_tests/test_img_mirror_linearized_0.py | 51 ++++++++++++
.../auto_tests/test_img_mirror_linearized_1.py | 58 ++++++++++++++
.../auto_tests/test_img_posterize.py} | 43 +++++-----
.../auto_tests/test_img_posterize_linearized.py} | 43 +++++-----
.../auto_tests/test_img_rotate.py} | 43 +++++-----
.../tests/auto_tests/test_img_rotate_linearized.py | 51 ++++++++++++
.../tests/auto_tests/test_img_sample_pairing.py | 56 +++++++++++++
.../test_img_sample_pairing_linearized.py | 56 +++++++++++++
.../auto_tests/test_img_shear.py} | 43 +++++-----
.../tests/auto_tests/test_img_shear_linearized.py | 51 ++++++++++++
.../auto_tests/test_img_transform.py} | 43 +++++-----
.../auto_tests/test_img_transform_linearized.py | 51 ++++++++++++
.../auto_tests/test_img_translate.py} | 43 +++++-----
.../auto_tests/test_img_translate_linearized.py | 51 ++++++++++++
src/main/python/tests/auto_tests/test_lm.py | 62 +++++++++++++++
.../auto_tests/test_normalize.py} | 38 ++++-----
.../python/tests/auto_tests/test_randomForest.py | 74 +++++++++++++++++
.../tests/auto_tests/test_randomForestPredict.py | 74 +++++++++++++++++
.../auto_tests/test_toOneHot.py} | 41 +++++-----
src/main/python/tests/basics/test___str__.py | 2 +-
.../python/tests/basics/test_context_creation.py | 38 ++++-----
src/main/python/tests/basics/test_context_stats.py | 2 +-
.../python/tests/examples/tutorials/test_adult.py | 2 +-
.../tests/examples/tutorials/test_adult_neural.py | 2 +-
.../python/tests/examples/tutorials/test_mnist.py | 2 +-
.../tests/federated/test_federated_adult_neural.py | 2 +-
.../tests/federated/test_federated_aggregations.py | 2 +-
.../test_federated_aggregations_noHeader.py | 2 +-
.../python/tests/federated/test_federated_basic.py | 2 +-
.../tests/federated/test_federated_matrix_mult.py | 2 +-
.../python/tests/federated/test_federated_mnist.py | 2 +-
.../python/tests/federated/test_federated_read.py | 2 +-
src/main/python/tests/frame/test_hyperband.py | 2 +-
src/main/python/tests/frame/test_rIndexing.py | 2 +-
src/main/python/tests/frame/test_r_c_bind.py | 2 +-
src/main/python/tests/frame/test_replace.py | 2 +-
src/main/python/tests/frame/test_slice.py | 2 +-
.../python/tests/frame/test_transform_apply.py | 2 +-
.../python/tests/frame/test_transform_encode.py | 2 +-
src/main/python/tests/frame/test_write_read.py | 2 +-
.../tests/iotests/test_io_pandas_systemds.py | 2 +-
src/main/python/tests/list/test_list.py | 2 +-
src/main/python/tests/list/test_list_readwrite.py | 2 +-
src/main/python/tests/list/test_list_unknown.py | 2 +-
src/main/python/tests/matrix/test_aggregations.py | 2 +-
src/main/python/tests/matrix/test_arg_min_max.py | 4 +-
src/main/python/tests/matrix/test_binary_op.py | 2 +-
.../python/tests/matrix/test_block_converter.py | 2 +-
.../tests/matrix/test_block_converter_unix_pipe.py | 4 +-
src/main/python/tests/matrix/test_casting.py | 2 +-
src/main/python/tests/matrix/test_ceil.py | 2 +-
src/main/python/tests/matrix/test_cholesky.py | 2 +-
src/main/python/tests/matrix/test_cumulative.py | 2 +-
src/main/python/tests/matrix/test_diag.py | 2 +-
src/main/python/tests/matrix/test_eigen.py | 2 +-
src/main/python/tests/matrix/test_exp.py | 2 +-
src/main/python/tests/matrix/test_fft.py | 2 +-
src/main/python/tests/matrix/test_floor.py | 2 +-
src/main/python/tests/matrix/test_inv.py | 2 +-
src/main/python/tests/matrix/test_is_special.py | 2 +-
src/main/python/tests/matrix/test_log.py | 2 +-
src/main/python/tests/matrix/test_lu.py | 2 +-
src/main/python/tests/matrix/test_order.py | 2 +-
src/main/python/tests/matrix/test_qr.py | 2 +-
src/main/python/tests/matrix/test_quantile.py | 2 +-
src/main/python/tests/matrix/test_rIndexing.py | 2 +-
src/main/python/tests/matrix/test_r_c_bind.py | 2 +-
src/main/python/tests/matrix/test_rand.py | 2 +-
src/main/python/tests/matrix/test_replace.py | 2 +-
src/main/python/tests/matrix/test_reverse.py | 2 +-
src/main/python/tests/matrix/test_roll.py | 2 +-
src/main/python/tests/matrix/test_sign.py | 2 +-
src/main/python/tests/matrix/test_slice.py | 2 +-
src/main/python/tests/matrix/test_split.py | 2 +-
src/main/python/tests/matrix/test_sqrt.py | 2 +-
src/main/python/tests/matrix/test_svd.py | 2 +-
src/main/python/tests/matrix/test_to_one_hot.py | 2 +-
src/main/python/tests/matrix/test_transpose.py | 2 +-
src/main/python/tests/matrix/test_triangular.py | 2 +-
src/main/python/tests/matrix/test_trigonometric.py | 2 +-
src/main/python/tests/matrix/test_unique.py | 2 +-
src/main/python/tests/matrix/test_write.py | 2 +-
src/main/python/tests/nn/test_affine.py | 2 +-
src/main/python/tests/nn/test_layer.py | 2 +-
src/main/python/tests/nn/test_neural_network.py | 2 +-
src/main/python/tests/nn/test_relu.py | 2 +-
src/main/python/tests/nn/test_sequential.py | 2 +-
src/main/python/tests/scuro/__init__.py | 20 -----
src/main/python/tests/source/test_source_01.py | 2 +-
src/main/python/tests/source/test_source_02.py | 2 +-
src/main/python/tests/source/test_source_list.py | 2 +-
.../tests/source/test_source_multi_arguments.py | 2 +-
.../python/tests/source/test_source_neural_net.py | 2 +-
src/main/python/tests/source/test_source_reuse.py | 2 +-
.../source/test_source_with_default_values.py | 3 +-
373 files changed, 7516 insertions(+), 557 deletions(-)
create mode 100644 src/main/python/docs/source/api/operator/algorithms/WoE.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/WoEApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/abstain.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/adasyn.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/als.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/alsCG.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/alsDS.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/alsPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/alsTopkPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/ampute.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/apply_pipeline.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/arima.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/auc.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/autoencoder_2layer.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/bandit.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/bivar.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/components.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/confusionMatrix.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/cooccurrenceMatrix.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/cor.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/correctTypos.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/correctTyposApply.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/cox.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/cspline.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/csplineCG.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/csplineDS.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/cvlm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/dbscan.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/dbscanApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/decisionTree.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/decisionTreePredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/dedup.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/deepWalk.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/denialConstraints.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/differenceStatistics.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/discoverFD.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/dist.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/dmv.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/ema.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/executePipeline.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/f1Score.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/fdr.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/ffPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/ffTrain.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/fit_pipeline.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/fixInvalidLengths.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/fixInvalidLengthsApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/flattenQuantile.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/frameSort.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/frequencyEncode.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/frequencyEncodeApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/garch.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/gaussianClassifier.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/getAccuracy.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/glm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/glmPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/glove.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/gmm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/gmmPredict.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/gnmf.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/gridSearch.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/hospitalResidencyMatch.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/hyperband.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_brightness.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_brightness_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_crop.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_crop_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_cutout.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_cutout_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_invert.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_invert_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_mirror.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_mirror_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_posterize.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_posterize_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_rotate.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_rotate_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_sample_pairing.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_sample_pairing_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_shear.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_shear_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_transform.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_transform_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_translate.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/img_translate_linearized.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/impurityMeasures.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByFD.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByFDApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByKNN.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByMean.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByMeanApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByMedian.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByMedianApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByMode.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/imputeByModeApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/incSliceLine.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/intersect.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/km.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/kmeans.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/kmeansPredict.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/knn.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/knnGraph.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/knnbf.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/l2svm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/l2svmPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/lasso.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/lenetPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/lenetTrain.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/lm.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/lmCG.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/lmDS.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/lmPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/lmPredictStats.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/logSumExp.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/mae.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/mape.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/matrixProfile.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/mcc.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/mdedup.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/mice.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/miceApply.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/mse.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/msmape.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/msvm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/msvmPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/multiLogReg.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/multiLogRegPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/na_locf.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/naiveBayes.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/naiveBayesPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/normalize.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/normalizeApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/nrmse.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlier.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlierByArima.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlierByIQR.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlierByIQRApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlierBySd.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/outlierBySdApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/pageRank.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/pca.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/pcaInverse.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/pcaTransform.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/pnmf.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/ppca.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/psnr.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/quantizeByCluster.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/raGroupby.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/raJoin.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/raSelection.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/randomForest.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/randomForestPredict.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/rmse.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/scale.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/scaleApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/scaleMinMax.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/selectByVarThresh.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/ses.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/setdiff.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/shapExplainer.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sherlock.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sherlockPredict.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/shortestPath.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sigmoid.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/skewness.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sliceLine.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sliceLineDebug.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sliceLineExtract.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/slicefinder.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/smape.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/smote.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/softmax.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/split.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/splitBalanced.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/sqrtMatrix.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/stableMarriage.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/statsNA.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/steplm.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/stratstats.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/symmetricDifference.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/tSNE.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/toOneHot.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/tomeklink.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/topk_cleaning.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/underSampling.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/union.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/univar.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/vectorToCsv.rst
create mode 100644 src/main/python/docs/source/api/operator/algorithms/wer.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/winsorize.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/winsorizeApply.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/xdummy1.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/xdummy2.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/xgboost.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/xgboostPredictClassification.rst
create mode 100644
src/main/python/docs/source/api/operator/algorithms/xgboostPredictRegression.rst
create mode 100644
src/main/python/generator/resources/template_python_script_rst_license
delete mode 100644 src/main/python/tests/algorithms/test_lm.py
copy src/main/python/{systemds/operator/algorithm/builtin/img_invert.py =>
tests/auto_tests/test_dist.py} (57%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_brightness.py} (52%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_brightness_linearized.py} (51%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_crop.py} (52%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_crop_linearized.py} (51%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_cutout.py} (50%)
create mode 100644
src/main/python/tests/auto_tests/test_img_cutout_linearized.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_invert.py} (51%)
create mode 100644
src/main/python/tests/auto_tests/test_img_invert_linearized.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_mirror.py} (51%)
create mode 100644
src/main/python/tests/auto_tests/test_img_mirror_linearized_0.py
create mode 100644
src/main/python/tests/auto_tests/test_img_mirror_linearized_1.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_posterize.py} (50%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_posterize_linearized.py} (51%)
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_rotate.py} (51%)
create mode 100644
src/main/python/tests/auto_tests/test_img_rotate_linearized.py
create mode 100644 src/main/python/tests/auto_tests/test_img_sample_pairing.py
create mode 100644
src/main/python/tests/auto_tests/test_img_sample_pairing_linearized.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_shear.py} (51%)
create mode 100644
src/main/python/tests/auto_tests/test_img_shear_linearized.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_transform.py} (50%)
create mode 100644
src/main/python/tests/auto_tests/test_img_transform_linearized.py
copy
src/main/python/{systemds/operator/algorithm/builtin/img_invert_linearized.py
=> tests/auto_tests/test_img_translate.py} (50%)
create mode 100644
src/main/python/tests/auto_tests/test_img_translate_linearized.py
create mode 100644 src/main/python/tests/auto_tests/test_lm.py
copy src/main/python/{systemds/operator/algorithm/builtin/img_invert.py =>
tests/auto_tests/test_normalize.py} (57%)
create mode 100644 src/main/python/tests/auto_tests/test_randomForest.py
create mode 100644 src/main/python/tests/auto_tests/test_randomForestPredict.py
copy src/main/python/{systemds/operator/algorithm/builtin/img_mirror.py =>
tests/auto_tests/test_toOneHot.py} (56%)
delete mode 100644 src/main/python/tests/scuro/__init__.py