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* Add example for applying ONNX model to in-memory images * Add expected outputs
* Fixed build errors resulting from upgrade to VS2019 compilers * Added additional message describing the previous fix
* Fixed build errors resulting from upgrade to VS2019 compilers * Added additional message describing the previous fix * Checked in a better fix based on code review * Updated message
* Implement transformer * Initial draft of porting tree-based featurization * Internalize something * Add Tweedie and Ranking cases * Some small docs * Customize output column names * Fix save and load * Optional output columns * Fix a test and add some XML docs * Add samples * Add a sample * API docs * Fix one line * Add MC test * Extend a test further * Address some comments * Address some comments * Address comments * Comment * Add cache points * Update test/Microsoft.ML.Tests/TrainerEstimators/TreeEnsembleFeaturizerTest.cs Co-Authored-By: Justin Ormont <justinormont@users.noreply.github.com> * Address comment * Add Justin's test * Reduce sample size * Update sample output
* Move from phases to jobs and use bring your own cloud pool * Fix queue * Fix build
…3923) * Added a comment. * reformatted ModelOperations samples to width 85 * Fixed commented-on parts of MachineOperations & reformatted DataOperations * Update docs/samples/Microsoft.ML.Samples/Dynamic/DataOperations/Cache.cs Co-Authored-By: Justin Ormont <justinormont@users.noreply.github.com> * Update Program.cs Got rid of test comment * Update DataViewEnumerable.tt Fixed extra whitespace * Update DataViewEnumerable.cs Fixed extra whitespace * Update DataViewEnumerable.tt Fixed extra whitespace * Update FilterRowsByColumn.tt Fixed whitespace * Update ShuffleRows.tt Fixed whitespace * Update TakeRows.tt Fixed whitespace * Update TakeRows.cs Fixed whitespace * Update SkipRows.cs Fixed whitespace * Update SkipRows.tt Fixed whitespace * Update ShuffleRows.cs Fixed whitespace * Update ShuffleRows.cs Fixed whitespace * Update ShuffleRows.cs * Update ShuffleRows.tt * Update SkipRows.tt * Update SkipRows.cs * Update FilterRowsByColumn.cs Fixed whitespace * Update FilterRowsByColumn.cs Fixed whitespace * Update DataViewEnumerable.cs * Update FilterRowsByColumn.cs Fixed extra carriage returns * Update FilterRowsByColumn.tt Fixed extra carriage returns * Update FilterRowsByColumn.cs * Update FilterRowsByColumn.tt
* Testing * Reformatted TensorFlow samples to width 85 * Reformatted AnomalyDetection samples to width 85 * Fixed formatting errors * Made a few edits to TensorFlow samples format * Fixed syntax errors * Spacing changes
…ing API to estimator standards. (#3910) * forecast API. * refactor code. * refactor code. * fix. * fix. * fix. * fix. * fix. * Update documentation. * fix. * Update documentation. * Update tests. * clean up tests. * Update with PR review comment and entrypoint for forecasting API. * Make GrowthRatio accessible in nimbus ML. * update comments. * Add samples. * PR feedback. * Add TestEstimatorCore, samples and misc PR feedback. * update docs. * update entry points.
…KeyType because it doesn't make sense to use it without a parameter (#3852)
…Trainers (#3796) * Change ensembles trainer to work with ITrainerEstimators instead of ITrainers * Use NumberParseOptions.UseSingle when comparing baselines * Decrease number of digits of precision * Decrease number of digits of precision in some tests * Disable some tests on netcoreapp3.0
…efault metric in standalone LightGbm (#3859)
* LightGBM unbalanced data arg added * unbalanced data argument added * tests for unbalanced LightGbm and added arg for multiclass * reverted changes on LightGbmArguments * wording improvement on unbalanced arg help text * updated manifest * removed empty line * added keytype to test
…ct (#3834) * Move Time Series, TensorFlow and OnnxConverter nugets to stable projects. * fix. * fix.
* Fix typo in time series forecasting API. * manifest.
* Reformatted Ranking samples to width 85 * Fixed syntax errors * Removed extra white spaces * Spacing changes * Spacing changes * Spacing changes * Spacing changes * Spacing changes * Spacing changes * Spacing changes
* Reformatted Recommendation samples * Fix for tab spacing errors * Removed precision for reformatting in Console.WriteLine and fixed KeyType error
…o Width 85 (#3950) * transform/treefeaturization formatted to 85 char * transform files not in folder formatted to 35 char
…#3947) * transform/text and projection formatted to 85 char * transforms/timeseries formatted to 85 char * minor tab and spacing fixes
…sform to Width 85 (#3943) * samples/dynamic/transforms/conversions formatted to 85 char * samples/dynamic/transforms/featureselection formatted to 85 char * ImageAnalytics * ImageAnalytics * small corrections to formatting * minor tab and empty line changes
* reformatted multiclassclassification samples * fixing errors * reformatted MulticlassClassification samples * Update LbfgsMaximumEntropy.cs getting rid of whitespace * Update LbfgsMaximumEntropy.cs * Update LbfgsMaximumEntropyWithOptions.cs getting rid of whitespace * Update LightGbmWithOptions.cs fixing whitespace * Update LbfgsMaximumEntropy.cs * Update LightGbm.cs fixing whitespace * Update LightGbm.cs fixing whitespace * Update LightGbmWithOptions.cs fixing whitespace * Update MulticlassClassification.ttinclude fixing whitespace * Update MulticlassClassification.ttinclude fixing whitespace * Update NaiveBayes.cs fixing whitespace * Update NaiveBayes.tt fixing whitespace * Update NaiveBayes.tt * Update OneVersusAll.cs fixing whitespace * Update PairwiseCoupling.cs fixing whitespace * Update SdcaMaximumEntropy.cs fixing whitespace * Update SdcaMaximumEntropyWithOptions.cs fixing whitespace * Update SdcaNonCalibrated.cs fixing whitespace * Update SdcaNonCalibratedWithOptions.cs fixing whitespace * Update SdcaNonCalibrated.cs fixing whitespace * Update SdcaNonCalibrated.cs * Update LbfgsMaximumEntropy.cs * Update LbfgsMaximumEntropy.cs * Update LbfgsMaximumEntropyWithOptions.cs * Update LightGbm.cs * Update LightGbmWithOptions.cs * Update MulticlassClassification.ttinclude * Update NaiveBayes.cs * Update OneVersusAll.cs * Update PairwiseCoupling.cs * Update SdcaMaximumEntropy.cs * Update SdcaMaximumEntropy.cs * Update SdcaMaximumEntropyWithOptions.cs * Update SdcaNonCalibrated.cs * Update SdcaNonCalibratedWithOptions.cs * fixed tabbing issue * fixed indentations * aligned comments * fixed some indentation and spacing issues * fixed extra empty lines * fixed some more indentation issue
* reformatted BinaryClassification samples * Update AveragedPerceptron.cs fixing spacing * Update AveragedPerceptronWithOptions.cs fixing whitespace * Update AveragedPerceptron.cs * Update AveragedPerceptron.cs * Update BinaryClassification.ttinclude fixing whitespace * Update FactorizationMachine.cs fixing whitespace * Update FastForest.cs fixing whitespace * Update FastForestWithOptions.cs fixing whitespace * Update FastTree.cs fixing whitespace * Update FastTreeWithOptions.cs fixing whitespace * Update FieldAwareFactorizationMachine.cs fixing whitespace * Update FieldAwareFactorizationMachine.cs * Update FieldAwareFactorizationMachine.tt fixing whitespace * Update FieldAwareFactorizationMachineWithOptions.cs fixing whitespace * Update FieldAwareFactorizationMachine.cs * Update FieldAwareFactorizationMachineWithOptions.tt fixing whitespace * Update LbfgsLogisticRegression.cs fixing whitespace * Update LbfgsLogisticRegressionWithOptions.cs fixing whitespace * Update LightGbm.cs fixing whitespace * Update LightGbmWithOptions.cs fixing whitespace * Update LinearSvm.cs fixing whitespace * Update LinearSvmWithOptions.cs fixing whitespace * Update MultipleFeatureColumnsBinaryClassification.ttinclude fixing whitespace * Update PriorTrainer.cs fixing whitespace * Update AveragedPerceptron.cs * Update AveragedPerceptronWithOptions.cs * Update BinaryClassification.ttinclude * Update FactorizationMachine.cs * Update FastForestWithOptions.cs * Update FastTree.cs * Update FastTreeWithOptions.cs * Update LbfgsLogisticRegression.cs * Update LbfgsLogisticRegressionWithOptions.cs * Update LightGbm.cs * Update LightGbmWithOptions.cs * Update LinearSvm.cs * Update LinearSvmWithOptions.cs * Update SdcaLogisticRegression.cs * Update SdcaLogisticRegressionWithOptions.cs * Update SdcaNonCalibrated.cs * Update SdcaNonCalibratedWithOptions.cs * Update SdcaNonCalibrated.cs * Update SdcaLogisticRegressionWithOptions.cs * Update SdcaLogisticRegression.cs * Update SgdCalibrated.cs * Update SgdCalibratedWithOptions.cs * Update SgdNonCalibrated.cs * Update SgdNonCalibratedWithOptions.cs * Update SymbolicSgdLogisticRegression.cs * Update SymbolicSgdLogisticRegressionWithOptions.cs * Update Program.cs changing back * Update Program.cs * Update Program.cs * Update Program.cs * Update Program.cs * Update Program.cs * fixed tab issues * fixed indentations * fixed commented-on parts
* Reformatted Regression samples * Untabified comments in tt files. * Removed extra lines * Removed extra lines and added necessary indents
* Release notes for 1.2.0 release. * PR feedback. * PR feedback. * PR feedback.
* Fixed build errors resulting from upgrade to VS2019 compilers * Added additional message describing the previous fix * Updated Tensorflow to version 1.14 * Removed rename rules for Mac * Updated names of files for Mac * Attempting to fix test errors on Mac * Attempting to fix Mac test errors * Changed list of files to copy from archive for Linux and Mac * Fixed CopyNativeAssemblies to copy the tensorflow binaries that have version number appended * Fixed windows build * Another attempt at fixing both Windows and Linux builds * Changed copying version-suffixed binaries to occur only for non-Windows platforms * Changed copying of versioned assemblies to use HasMetadata
* Increment version for application compatibility. * Add time series, onnx transformer and tensorflow to stable api. * enable app compat for time series, onnx transformer and tensorflow to stable api.
* Reduced list of TF binaries to only the essential ones * Fixed formatting
* Early Draft specs doc for DatabaseLoader in ML.NET * Specifying implementaion as .NET Standard 2.0 * Support connect from within the RDBMS server * Updated changes related to embeded connection * Updates on Azure SQL DB support * Minor updates on SQL CLR * Minor typo fixed * Refactored some code naming
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