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sboikov pushed a commit to branch ignite-11704
in repository https://gitbox.apache.org/repos/asf/ignite.git
commit b4e5941cd7843e7e067fa7872c3851ec6e3964b5
Merge: a6cd27d c1af01a
Author: sboikov <sboi...@apache.org>
AuthorDate: Wed Jul 31 16:27:29 2019 +0300
Merge remote-tracking branch 'remotes/origin/master' into ignite-11704
.../ml/TrainingWithBinaryObjectExample.java | 2 +
.../clustering/CustomersClusterizationExample.java | 6 +-
.../ml/clustering/GmmClusterizationExample.java | 5 +-
.../ml/clustering/KMeansClusterizationExample.java | 6 +-
.../dataset/AlgorithmSpecificDatasetExample.java | 34 +-
.../ml/dataset/CacheBasedDatasetExample.java | 3 +-
.../IgniteModelDistributedInferenceExample.java | 11 +-
.../examples/ml/inference/ModelStorageExample.java | 2 +
.../TensorFlowDistributedInferenceExample.java | 2 +
.../inference/TensorFlowLocalInferenceExample.java | 1 +
.../TensorFlowThreadedInferenceExample.java | 1 +
.../examples/ml/knn/ANNClassificationExample.java | 2 +
.../examples/ml/knn/IrisClassificationExample.java | 6 +-
.../examples/ml/knn/KNNClassificationExample.java | 13 +-
.../examples/ml/knn/KNNRegressionExample.java | 6 +-
.../multiclass/OneVsRestClassificationExample.java | 9 +-
.../DiscreteNaiveBayesTrainerExample.java | 10 +-
.../GaussianNaiveBayesTrainerExample.java | 6 +-
.../ignite/examples/ml/nn/MLPTrainerExample.java | 2 +
.../ml/preprocessing/BinarizationExample.java | 2 +
.../examples/ml/preprocessing/ImputingExample.java | 2 +
.../ml/preprocessing/MaxAbsScalerExample.java | 4 +-
.../ml/preprocessing/MinMaxScalerExample.java | 4 +-
.../ml/preprocessing/NormalizationExample.java | 2 +
.../ml/preprocessing/StandardScalerExample.java | 4 +-
.../linear/BostonHousePricesPredictionExample.java | 9 +-
.../linear/LinearRegressionLSQRTrainerExample.java | 14 +-
...gressionLSQRTrainerWithMinMaxScalerExample.java | 9 +-
.../linear/LinearRegressionSGDTrainerExample.java | 6 +-
.../BaggedLogisticRegressionSGDTrainerExample.java | 26 +-
.../LogisticRegressionSGDTrainerExample.java | 9 +-
.../ml/selection/cv/CrossValidationExample.java | 31 +-
.../ml/selection/scoring/EvaluatorExample.java | 6 +-
.../selection/scoring/MultipleMetricsExample.java | 6 +-
.../selection/scoring/RegressionMetricExample.java | 6 +-
.../split/TrainTestDatasetSplitterExample.java | 9 +-
...eeClassificationTrainerSQLInferenceExample.java | 5 +-
...onTreeClassificationTrainerSQLTableExample.java | 5 +-
.../ml/svm/SVMBinaryClassificationExample.java | 6 +-
.../DecisionTreeClassificationTrainerExample.java | 5 +-
.../tree/DecisionTreeRegressionTrainerExample.java | 2 +
.../examples/ml/tree/FraudDetectionExample.java | 9 +-
.../GDBOnTreesClassificationTrainerExample.java | 2 +
.../GDBOnTreesRegressionTrainerExample.java | 2 +
.../RandomForestClassificationExample.java | 18 +-
.../RandomForestRegressionExample.java | 15 +-
.../ml/tutorial/Step_1_Read_and_Learn.java | 5 +-
.../examples/ml/tutorial/Step_2_Imputing.java | 5 +-
.../examples/ml/tutorial/Step_3_Categorial.java | 7 +-
.../Step_3_Categorial_with_One_Hot_Encoder.java | 7 +-
.../examples/ml/tutorial/Step_4_Add_age_fare.java | 7 +-
.../examples/ml/tutorial/Step_5_Scaling.java | 7 +-
.../ml/tutorial/Step_5_Scaling_with_Pipeline.java | 5 +-
.../ignite/examples/ml/tutorial/Step_6_KNN.java | 5 +-
.../ml/tutorial/Step_7_Split_train_test.java | 5 +-
.../ignite/examples/ml/tutorial/Step_8_CV.java | 24 +-
.../ml/tutorial/Step_8_CV_with_Param_Grid.java | 30 +-
.../Step_8_CV_with_Param_Grid_and_metrics.java | 31 +-
...V_with_Param_Grid_and_metrics_and_pipeline.java | 30 +-
.../ml/tutorial/Step_9_Scaling_With_Stacking.java | 21 +-
.../ml/tutorial/TutorialStepByStepExample.java | 12 +
.../Step_10_RandomSearch.java} | 54 ++-
.../Step_11_Parallel_BrutForce_Search.java} | 58 ++-
.../Step_12_Parallel_Random_Search.java} | 63 +--
.../Step_13_Genetic_Programming_Search.java} | 50 ++-
...ep_14_Parallel_Genetic_Programming_Search.java} | 56 ++-
.../ignite/examples/ml/util/DatasetHelper.java | 2 +
.../ParametricVectorGeneratorExample.java | 1 +
.../util/generators/StandardGeneratorsExample.java | 1 +
.../generators/VectorGeneratorFamilyExample.java | 1 +
.../VectorGeneratorPrimitivesExample.java | 1 +
.../ml/xgboost/XGBoostModelParserExample.java | 2 +
.../apache/ignite/cache/CacheKeyConfiguration.java | 26 ++
.../managers/discovery/ClusterMetricsImpl.java | 16 +-
.../processors/cache/ClusterCachesInfo.java | 3 +
.../cache/GridCachePartitionExchangeManager.java | 47 ++
.../internal/processors/cache/GridCacheUtils.java | 152 ++++++-
.../preloader/GridDhtPartitionsExchangeFuture.java | 36 +-
.../processors/metric/GridMetricManager.java | 27 +-
.../CacheAffinityKeyConfigurationMismatchTest.java | 287 +++++++++++++
.../spi/discovery/ClusterMetricsSelfTest.java | 147 +++++++
.../ignite/testsuites/IgniteCacheTestSuite.java | 2 +
.../ignite/testsuites/IgniteUtilSelfTestSuite.java | 2 +
.../parallelism/DefaultParallelismStrategy.java | 6 +
.../parallelism/NoParallelismStrategy.java | 5 +
.../parallelism/ParallelismStrategy.java | 12 +-
.../normalization/NormalizationTrainer.java | 4 +-
.../logistic/LogisticRegressionSGDTrainer.java | 12 +-
.../ml/selection/cv/AbstractCrossValidation.java | 476 +++++++++++++++++++++
.../ignite/ml/selection/cv/CrossValidation.java | 408 ++----------------
.../ml/selection/cv/CrossValidationResult.java | 31 +-
.../ml/selection/cv/DebugCrossValidation.java | 116 +++++
.../selection/paramgrid/BruteForceStrategy.java} | 17 +-
.../paramgrid/EvolutionOptimizationStrategy.java | 142 ++++++
.../paramgrid/HyperParameterTuningStrategy.java} | 17 +-
.../ignite/ml/selection/paramgrid/ParamGrid.java | 48 ++-
.../selection/paramgrid/ParameterSetGenerator.java | 6 +-
.../ml/selection/paramgrid/RandomStrategy.java | 84 ++++
.../scoring/cursor/CacheBasedLabelPairCursor.java | 4 +-
.../scoring/cursor/LocalLabelPairCursor.java | 4 +-
.../ml/selection/scoring/metric/MetricValues.java | 6 +-
.../BinaryClassificationMetrics.java | 3 +-
.../metric/regression/RegressionMetrics.java | 10 +-
.../ml/tree/DecisionTreeClassificationTrainer.java | 18 +
.../apache/ignite/ml/util/genetic/Chromosome.java | 110 +++++
.../ignite/ml/util/genetic/CrossoverStrategy.java} | 24 +-
.../ignite/ml/util/genetic/GeneticAlgorithm.java | 450 +++++++++++++++++++
.../apache/ignite/ml/util/genetic/Population.java | 159 +++++++
.../ignite/ml/util/genetic/SelectionStrategy.java} | 21 +-
.../ignite/ml/util/genetic/package-info.java} | 14 +-
.../org/apache/ignite/ml/common/TrainerTest.java | 7 +-
.../preprocessing/encoding/EncoderTrainerTest.java | 16 +-
.../ml/selection/cv/CrossValidationTest.java | 296 ++++++++++---
.../org/apache/ignite/ml/util/UtilTestSuite.java | 6 +-
.../ml/util/genetic/GeneticAlgorithmTest.java | 99 +++++
.../ignite/ml/util/genetic/PopulationTest.java | 126 ++++++
116 files changed, 3434 insertions(+), 903 deletions(-)
