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Project: ignite (GitHub Link)
  • ignite-master
    • .github
      • PULL_REQUEST_TEMPLATE.md
    • .asf.yaml
    • parent
      • pom.xml
    • doap_Ignite.rdf
    • MIGRATION_GUIDE.txt
    • examples
      • sql
      • src
        • main
          • resources
            • sql
              • city.csv
            • datasets
              • agaricus-test-data.txt
              • titanic.csv
              • cleared_machines.csv
              • iris.txt
              • glass_identification.csv
              • wholesale_customers.csv
              • boston_housing_dataset.txt
              • two_classed_iris.csv
              • titanic_without_nulls.csv
              • wine.txt
              • titanic_10_rows.csv
              • agaricus-test-expected-results.txt
              • mixed_dataset.csv
              • mortalitydata.csv
              • english_vs_scottish_binary_dataset.csv
              • README.md
              • titanic_test.csv
              • titanic_train.csv
            • person.csv
            • models
              • h2o
              • xgboost
                • agaricus-model.txt
              • spark
                • serialized
                  • dt
                    • metadata
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                  • gbt
                    • metadata
                      • part-00000
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                • iris.pmml
            • person.json
          • scala
            • org
              • apache
                • ignite
                  • scalar
                    • examples
                      • ScalarPrimeExample.scala
                      • ScalarSnowflakeSchemaExample.scala
                      • ScalarCacheEntryProcessorExample.scala
                      • ScalarCachePopularNumbersExample.scala
                      • ScalarCacheQueryExample.scala
                      • ScalarWorldShortestMapReduce.scala
                      • ScalarCacheAffinityExample.scala
                      • ScalarCreditRiskExample.scala
                      • spark
                        • ScalarSharedRDDExample.scala
                      • ScalarContinuationExample.scala
                      • ScalarJvmCloudExample.scala
                      • ScalarCacheExample.scala
                      • ScalarClosureExample.scala
                      • ScalarPingPongExample.scala
                      • ScalarTaskExample.scala
          • java-lgpl
            • org
              • apache
                • ignite
                  • examples
                    • datagrid
                      • hibernate
                        • HibernateL2CacheExample.java
                        • package-info.java
                        • Post.java
                        • User.java
                      • store
                        • hibernate
                          • hibernate.cfg.xml
                          • CacheHibernatePersonStore.java
                          • CacheHibernateStoreExample.java
                          • package-info.java
                          • Person.hbm.xml
                      • SpatialQueryExample.java
                    • misc
                      • schedule
                        • package-info.java
                        • ComputeScheduleExample.java
          • spark
            • org
              • apache
                • ignite
                  • examples
                    • ml
                      • mleap
                        • package-info.java
                    • spark
                      • JavaIgniteCatalogExample.java
                      • IgniteDataFrameExample.scala
                      • IgniteDataFrameWriteExample.scala
                      • IgniteDataFrameJoinExample.scala
                      • SharedRDDExample.java
                      • package.scala
                      • IgniteCatalogExample.scala
                      • JavaIgniteDataFrameExample.java
                      • JavaIgniteDataFrameWriteExample.java
                      • package-info.java
                      • JavaIgniteDataFrameJoinExample.java
          • java
            • org
              • apache
                • ignite
                  • examples
                    • sql
                      • SqlJdbcCopyExample.java
                      • SqlJdbcExample.java
                      • SqlDdlExample.java
                      • package-info.java
                      • SqlDmlExample.java
                      • SqlQueriesExample.java
                    • ml
                      • sql
                        • package-info.java
                        • DecisionTreeClassificationTrainerSQLTableExample.java
                        • DecisionTreeClassificationTrainerSQLInferenceExample.java
                      • recommendation
                        • MovieLensSQLExample.java
                        • MovieLensExample.java
                      • tutorial
                        • Step_10_Bagging.java
                        • Step_8_CV.java
                        • TutorialStepByStepExample.java
                        • Step_8_CV_with_Param_Grid_and_pipeline.java
                        • Step_11_Boosting.java
                        • Step_6_KNN.java
                        • Step_1_Read_and_Learn.java
                        • Step_9_Scaling_With_Stacking.java
                        • Step_4_Add_age_fare.java
                        • Step_5_Scaling_with_Pipeline.java
                        • Step_3_Categorial_with_One_Hot_Encoder.java
                        • package-info.java
                        • Step_8_CV_with_Param_Grid.java
                        • TitanicUtils.java
                        • Step_7_Split_train_test.java
                        • Step_12_Model_Update.java
                        • Step_2_Imputing.java
                        • Step_3_Categorial.java
                        • hyperparametertuning
                          • Step_13_RandomSearch.java
                          • Step_14_Parallel_Brute_Force_Search.java
                          • package-info.java
                          • Step_15_Parallel_Random_Search.java
                          • Step_17_Parallel_Genetic_Programming_Search.java
                          • Step_16_Genetic_Programming_Search.java
                        • Step_5_Scaling.java
                      • dataset
                        • AlgorithmSpecificDatasetExample.java
                        • CacheBasedDatasetExample.java
                        • package-info.java
                        • model
                          • Person.java
                          • package-info.java
                      • naivebayes
                        • CompoundNaiveBayesExample.java
                        • package-info.java
                        • GaussianNaiveBayesTrainerExample.java
                        • DiscreteNaiveBayesTrainerExample.java
                      • selection
                        • scoring
                          • RegressionMetricExample.java
                          • EvaluatorExample.java
                        • package-info.java
                        • cv
                          • CrossValidationExample.java
                          • package-info.java
                        • split
                          • package-info.java
                          • TrainTestDatasetSplitterExample.java
                      • environment
                        • TrainingWithCustomPreprocessorsExample.java
                        • package-info.java
                      • nn
                        • MLPTrainerExample.java
                        • package-info.java
                      • util
                        • MLExamplesCommonArgs.java
                        • MLSandboxDatasets.java
                        • SandboxMLCache.java
                        • DatasetHelper.java
                        • package-info.java
                        • generators
                          • ParametricVectorGeneratorExample.java
                          • VectorGeneratorPrimitivesExample.java
                          • StandardGeneratorsExample.java
                          • package-info.java
                          • VectorGeneratorFamilyExample.java
                      • clustering
                        • CustomersClusterizationExample.java
                        • GmmClusterizationExample.java
                        • package-info.java
                        • KMeansClusterizationExample.java
                      • package-info.java
                      • svm
                        • SVMBinaryClassificationExample.java
                        • package-info.java
                      • tree
                        • randomforest
                          • RandomForestRegressionExample.java
                          • RandomForestClassificationExample.java
                          • package-info.java
                        • package-info.java
                        • DecisionTreeClassificationTrainerExample.java
                        • DecisionTreeRegressionTrainerExample.java
                        • boosting
                          • package-info.java
                          • GDBOnTreesRegressionTrainerExample.java
                          • GDBOnTreesClassificationTrainerExample.java
                        • FraudDetectionExample.java
                      • regression
                        • logistic
                          • binary
                            • package-info.java
                            • LogisticRegressionSGDTrainerExample.java
                          • bagged
                            • BaggedLogisticRegressionSGDTrainerExample.java
                            • package-info.java
                          • package-info.java
                        • linear
                          • LinearRegressionLSQRTrainerExample.java
                          • LinearRegressionSGDTrainerExample.java
                          • BostonHousePricesPredictionExample.java
                          • LinearRegressionLSQRTrainerWithMinMaxScalerExample.java
                          • package-info.java
                        • package-info.java
                      • multiclass
                        • OneVsRestClassificationExample.java
                        • package-info.java
                      • preprocessing
                        • NormalizationExample.java
                        • MaxAbsScalerExample.java
                        • BinarizationExample.java
                        • package-info.java
                        • StandardScalerExample.java
                        • MinMaxScalerExample.java
                        • encoding
                          • EncoderExample.java
                          • LabelEncoderExample.java
                          • package-info.java
                          • EncoderExampleWithNormalization.java
                        • ImputingExample.java
                      • knn
                        • KNNClassificationExample.java
                        • package-info.java
                        • ANNClassificationExample.java
                        • IrisClassificationExample.java
                        • KNNRegressionExample.java
                      • TrainingWithBinaryObjectExample.java
                      • inference
                        • h2o
                          • H2OMojoModelParserExample.java
                          • package-info.java
                        • xgboost
                          • package-info.java
                          • XGBoostModelParserExample.java
                        • spark
                          • package-info.java
                          • modelparser
                            • DecisionTreeRegressionFromSparkExample.java
                            • SVMFromSparkExample.java
                            • LinearRegressionFromSparkExample.java
                            • GBTFromSparkExample.java
                            • RandomForestRegressionFromSparkExample.java
                            • LogRegFromSparkExample.java
                            • KMeansFromSparkExample.java
                            • GBTRegressionFromSparkExample.java
                            • RandomForestFromSparkExample.java
                            • package-info.java
                            • DecisionTreeFromSparkExample.java
                          • LogRegFromSparkThroughPMMLExample.java
                        • package-info.java
                        • ModelStorageExample.java
                        • IgniteModelDistributedInferenceExample.java
                    • binary
                      • computegrid
                        • ComputeClientTask.java
                        • package-info.java
                        • ComputeClientBinaryTaskExecutionExample.java
                      • datagrid
                        • CacheClientBinaryQueryExample.java
                        • CacheClientBinaryPutGetExample.java
                        • package-info.java
                      • package-info.java
                    • servicegrid
                      • SimpleMapService.java
                      • SimpleMapServiceImpl.java
                      • ServicesExample.java
                      • package-info.java
                    • computegrid
                      • ComputeReducerExample.java
                      • ComputeAsyncExample.java
                      • ComputeContinuousMapperExample.java
                      • ComputeFibonacciContinuationExample.java
                      • ComputeRunnableExample.java
                      • ComputeCallableExample.java
                      • ComputeBroadcastExample.java
                      • package-info.java
                      • ComputeTaskMapExample.java
                      • ComputeTaskSplitExample.java
                      • montecarlo
                        • CreditRiskManager.java
                        • package-info.java
                        • CreditRiskExample.java
                        • Credit.java
                      • ComputeClosureExample.java
                      • failover
                        • ComputeFailoverExample.java
                        • ComputeFailoverNodeStartup.java
                        • package-info.java
                    • igfs
                      • IgfsMapReduceExample.java
                      • package-info.java
                      • IgfsExample.java
                      • IgfsNodeStartup.java
                    • client
                      • ClientPutGetExample.java
                    • datagrid
                      • CachePutGetExample.java
                      • CacheContinuousQueryExample.java
                      • CacheEventsExample.java
                      • CacheEntryProcessorExample.java
                      • CacheQueryExample.java
                      • CacheAsyncApiExample.java
                      • DataRegionsExample.java
                      • starschema
                        • DimStore.java
                        • CacheStarSchemaExample.java
                        • package-info.java
                        • FactPurchase.java
                        • DimProduct.java
                      • CacheAffinityExample.java
                      • store
                        • spring
                          • CacheSpringStoreExample.java
                          • package-info.java
                          • CacheSpringPersonStore.java
                        • jdbc
                          • CacheJdbcStoreExample.java
                          • package-info.java
                          • CacheJdbcPersonStore.java
                        • auto
                          • CacheAutoStoreExample.java
                          • package-info.java
                        • CacheLoadOnlyStoreExample.java
                        • package-info.java
                      • package-info.java
                      • CacheApiExample.java
                      • CacheTransactionExample.java
                      • CacheDataStreamerExample.java
                      • CacheContinuousQueryWithTransformerExample.java
                      • CacheContinuousAsyncQueryExample.java
                    • streaming
                      • wordcount
                        • StreamWords.java
                        • QueryWords.java
                        • alice-in-wonderland.txt
                        • CacheConfig.java
                        • package-info.java
                        • socket
                          • WordsSocketStreamerClient.java
                          • package-info.java
                          • WordsSocketStreamerServer.java
                      • StreamVisitorExample.java
                      • StreamTransformerExample.java
                      • package-info.java
                    • util
                      • DbH2ServerStartup.java
                      • package-info.java
                    • misc
                      • client
                        • memcache
                          • package-info.java
                          • MemcacheRestExampleNodeStartup.java
                          • MemcacheRestExample.java
                        • package-info.java
                      • lifecycle
                        • LifecycleExample.java
                        • package-info.java
                      • deployment
                        • package-info.java
                        • DeploymentExample.java
                      • package-info.java
                      • springbean
                        • spring-bean.xml
                        • SpringBeanExample.java
                        • package-info.java
                    • package-info.java
                    • springdata
                      • PersonRepository.java
                      • SpringDataExample.java
                      • SpringApplicationConfiguration.java
                    • datastructures
                      • IgniteAtomicStampedExample.java
                      • IgniteLockExample.java
                      • IgniteExecutorServiceExample.java
                      • package-info.java
                      • IgniteAtomicLongExample.java
                      • IgniteSetExample.java
                      • IgniteAtomicSequenceExample.java
                      • IgniteQueueExample.java
                      • IgniteCountDownLatchExample.java
                      • IgniteSemaphoreExample.java
                      • IgniteAtomicReferenceExample.java
                    • ExamplesUtils.java
                    • opencensus
                      • OpenCensusMetricsExporterExample.java
                    • model
                      • EmployeeKey.java
                      • Employee.java
                      • Person.java
                      • Address.java
                      • OrganizationType.java
                      • package-info.java
                      • Organization.java
                    • persistentstore
                      • PersistentStoreExampleNodeStartup.java
                      • PersistentStoreExample.java
                    • ExampleNodeStartup.java
                    • cluster
                      • ClusterGroupExample.java
                      • package-info.java
                    • messaging
                      • MessagingPingPongExample.java
                      • package-info.java
                      • MessagingPingPongListenActorExample.java
                      • MessagingExample.java
                    • encryption
                      • EncryptedCacheExample.java
                    • events
                      • EventsExample.java
                      • package-info.java
        • test
          • scala
            • org
              • apache
                • ignite
                  • scalar
                    • testsuites
                      • ScalarExamplesSelfTestSuite.scala
                    • tests
                      • examples
                        • ScalarExamplesMultiNodeSelfTest.scala
                        • ScalarExamplesSelfTest.scala
          • java-lgpl
            • org
              • apache
                • ignite
                  • examples
                    • SpatialQueryExampleSelfTest.java
                    • HibernateL2CacheExampleMultiNodeSelfTest.java
                    • ComputeScheduleExampleSelfTest.java
                    • HibernateL2CacheExampleSelfTest.java
                    • SpatialQueryExampleMultiNodeSelfTest.java
                    • ComputeScheduleExampleMultiNodeSelfTest.java
                  • testsuites
                    • IgniteLgplExamplesSelfTestSuite.java
          • spark
            • org
              • apache
                • ignite
                  • spark
                    • examples
                      • SharedRDDExampleSelfTest.java
                      • JavaIgniteDataFrameSelfTest.java
                      • IgniteDataFrameSelfTest.java
                    • testsuites
                      • IgniteExamplesSparkSelfTestSuite.java
          • java
            • org
              • apache
                • ignite
                  • examples
                    • MonteCarloExamplesSelfTest.java
                    • ClusterGroupExampleSelfTest.java
                    • CacheExamplesMultiNodeSelfTest.java
                    • MemcacheRestExamplesSelfTest.java
                    • CacheExamplesSelfTest.java
                    • IgfsExamplesSelfTest.java
                    • OpenCensusMetricsExporterExampleSelfTest.java
                    • EventsExamplesMultiNodeSelfTest.java
                    • DeploymentExamplesMultiNodeSelfTest.java
                    • ComputeClientBinaryExampleTest.java
                    • ContinuousMapperExamplesSelfTest.java
                    • SpringDataExampleSelfTest.java
                    • BasicExamplesMultiNodeSelfTest.java
                    • TaskExamplesSelfTest.java
                    • ContinuousMapperExamplesMultiNodeSelfTest.java
                    • MemcacheRestExamplesMultiNodeSelfTest.java
                    • EncryptedCacheExampleSelfTest.java
                    • EventsExamplesSelfTest.java
                    • BasicExamplesSelfTest.java
                    • CacheContinuousQueryExamplesSelfTest.java
                    • MonteCarloExamplesMultiNodeSelfTest.java
                    • SqlExamplesSelfTest.java
                    • ContinuationExamplesMultiNodeSelfTest.java
                    • MessagingExamplesSelfTest.java
                    • LifecycleExamplesSelfTest.java
                    • TaskExamplesMultiNodeSelfTest.java
                    • SpringBeanExamplesSelfTest.java
                    • CheckpointExamplesSelfTest.java
                    • DeploymentExamplesSelfTest.java
                    • ContinuationExamplesSelfTest.java
                    • CacheClientBinaryExampleTest.java
                  • testsuites
                    • IgniteExamplesMLTestSuite.java
                    • IgniteExamplesSelfTestSuite.java
      • redis
        • redis-example.php
        • redis-example.py
      • pom.xml
      • DEVNOTES.txt
      • README-slim.txt
      • README.txt
      • config
        • filesystem
          • README.txt
          • example-igfs.xml
          • core-site.xml
        • example-ignite.xml
        • spring
          • example-spring-data.xml
        • example-default.xml
        • example-cache.xml
        • redis
          • example-redis.xml
        • example-ignite-ml.xml
        • example-data-regions.xml
        • hibernate
          • README.txt
          • example-hibernate-L2-cache.xml
        • spark
          • example-shared-rdd.xml
        • persistentstore
          • example-persistent-store.xml
        • servlet
          • README.txt
          • WEB-INF
            • web.xml
        • encryption
          • example_keystore.jks
          • example-encrypted-store.xml
      • memcached
        • memcached-example.php
      • pom-standalone-lgpl.xml
      • README.md
      • pom-standalone.xml
      • README-LGPL.txt
      • rest
        • http-rest-example.php
    • pom.xml
    • ipc
      • shmem
        • compile
        • m4
          • ltoptions.m4
          • ltversion.m4
          • lt~obsolete.m4
          • ltsugar.m4
        • config.sub
        • Makefile.in
        • include
          • Makefile.in
          • org_apache_ignite_internal_util_ipc_shmem_IpcSharedMemoryUtils.h
          • Makefile.am
        • config.guess
        • igniteshmem
          • Makefile.in
          • org_apache_ignite_internal_util_ipc_shmem_IpcSharedMemoryUtils.cpp
          • Makefile.am
        • README.txt
        • configure.ac
        • missing
        • Makefile.am
        • config.h.in
        • install-sh
        • .gitignore
        • depcomp
      • README.txt
    • dev-tools
      • src
        • main
          • groovy
            • jiraslurp.groovy
      • gradle
        • wrapper
          • gradle-wrapper.properties
      • slurp.sh
      • gradlew
      • build.gradle
      • .gitignore
    • DEVNOTES.txt
    • LICENSE
    • CONTRIBUTING.md
    • README.txt
    • config
      • apache-ignite-lgpl
        • default-config.xml
      • wsl-default-config.xml
      • ignite-log4j.xml
      • ignite-log4j2.xml
      • hadoop
        • default-config.xml
      • default-config.xml
      • router
        • default-router.xml
      • java.util.logging.properties
      • visor-cmd
        • node_startup_by_ssh.sample.ini
      • ignite-log4j2.xml~
      • example-kube.xml
      • apache-ignite
        • default-config.xml
    • docker
      • web-console
        • standalone
          • nginx
            • web-console.conf
            • nginx.conf
          • README.txt
          • docker-entrypoint.sh
          • Dockerfile
      • apache-ignite-net
        • README.txt
        • Dockerfile
      • web-agent
        • README.txt
        • Dockerfile
      • apache-ignite
        • README.txt
        • run.sh
        • Dockerfile
        • .dockerignore
    • checkstyle
      • checkstyle.xml
      • checkstyle-suppressions.xml
    • idea
      • ignite_codeStyle.xml
    • .travis.yml
    • README.md
    • RELEASE_NOTES.txt
    • scripts
      • git-patch-functions.sh
      • git-remoteless-branches.sh
      • apply-pull-request.sh
      • git-format-patch.sh
      • update-versions.sh
      • git-patch-prop.sh
    • assembly
      • docfiles
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                          • IgniteScheduleProcessor.java
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                          • GridScheduleSelfTest.java
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        • src
          • main
            • java
              • org
                • apache
                  • ignite
                    • stream
                      • kafka
                        • package-info.java
                        • connect
                          • serialization
                            • CacheEventSerializer.java
                            • CacheEventDeserializer.java
                            • package-info.java
                            • CacheEventConverter.java
                          • IgniteSinkConstants.java
                          • IgniteSinkConnector.java
                          • IgniteSourceConnector.java
                          • IgniteSourceConstants.java
                          • package-info.java
                          • IgniteSinkTask.java
                          • IgniteSourceTask.java
                        • KafkaStreamer.java
          • test
            • resources
              • example-ignite.xml
            • java
              • org
                • apache
                  • ignite
                    • stream
                      • kafka
                        • TestKafkaBroker.java
                        • package-info.java
                        • connect
                          • IgniteSinkTaskMock.java
                          • IgniteSourceConnectorMock.java
                          • IgniteSinkConnectorTest.java
                          • IgniteSinkConnectorMock.java
                          • IgniteSourceTaskMock.java
                          • IgniteSourceConnectorTest.java
                          • TestCacheEventFilter.java
                        • KafkaIgniteStreamerSelfTest.java
                        • IgniteKafkaStreamerSelfTestSuite.java
        • pom.xml
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      • spring-data-2.0
        • src
          • main
            • java
              • org
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                    • springdata20
                      • repository
                        • IgniteRepository.java
                        • support
                          • IgniteRepositoryImpl.java
                          • ConditionFalse.java
                          • package-info.java
                          • IgniteRepositoryFactoryBean.java
                          • IgniteRepositoryFactory.java
                        • query
                          • IgniteRepositoryQuery.java
                          • EmptyDeclaredQuery.java
                          • ExpressionBasedStringQuery.java
                          • package-info.java
                          • QueryUtils.java
                          • IgniteQueryGenerator.java
                          • spel
                            • SpelQueryContext.java
                            • SpelEvaluator.java
                          • StringQuery.java
                          • DeclaredQuery.java
                          • IgniteQuery.java
                        • config
                          • RepositoryConfig.java
                          • Query.java
                          • IgniteRepositoriesRegistar.java
                          • package-info.java
                          • IgniteRepositoryConfigurationExtension.java
                          • DynamicQueryConfig.java
                          • EnableIgniteRepositories.java
                        • package-info.java
          • test
            • java
              • org
                • apache
                  • ignite
                    • testsuites
                      • IgniteSpringData2TestSuite.java
                    • springdata
                      • IgniteSpringDataCrudSelfTest.java
                      • IgniteSpringDataQueriesSelfTest.java
                      • misc
                        • PersonRepositoryOtherIgniteInstance.java
                        • CacheNamesBean.java
                        • PersonRepositoryWithCompoundKey.java
                        • ApplicationConfiguration.java
                        • PersonRepository.java
                        • SampleEvaluationContextExtension.java
                        • FullNameProjection.java
                        • Person.java
                        • PersonSecondRepository.java
                        • PersonExpressionRepository.java
                        • PersonProjection.java
                        • PersonKey.java
                      • IgniteSpringDataCrudSelfExpressionTest.java
        • pom.xml
        • licenses
          • apache-2.0.txt
        • README.txt
      • rest-http
        • src
          • main
            • java
              • org
                • apache
                  • ignite
                    • internal
                      • processors
                        • rest
                          • protocols
                            • http
                              • jetty
                                • IgniteBinaryObjectJsonDeserializer.java
                                • rest.html
                                • GridJettyRestHandler.java
                                • GridJettyObjectMapper.java
                                • favicon.ico
                                • package-info.java
                                • GridJettyRestProtocol.java
          • test
            • java
              • org
                • apache
                  • ignite
                    • internal
                      • processors
                        • rest
                          • protocols
                            • http
                              • jetty
                                • RestSetupSimpleTest.java
                                • GridRestSuite.java
        • pom.xml
        • licenses
          • apache-2.0.txt
        • README.txt
      • ml
        • src
          • main
            • resources
              • META-INF
                • services
                  • org.apache.ignite.plugin.PluginProvider
              • org
                • apache
                  • ignite
                    • ml
                      • math
                        • d3-vector-template.html
                        • d3-dataset-template.html
                        • d3-matrix-template.html
            • java
              • org
                • apache
                  • ignite
                    • ml
                      • sql
                        • SqlDatasetBuilder.java
                        • package-info.java
                        • SQLFunctions.java
                      • recommendation
                        • util
                          • RecommendationDatasetData.java
                          • RecommendationDatasetDataBuilder.java
                          • RecommendationBinaryDatasetDataBuilder.java
                          • package-info.java
                          • MatrixFactorizationGradient.java
                        • RecommendationModel.java
                        • ObjectSubjectPair.java
                        • ObjectSubjectRatingTriplet.java
                        • package-info.java
                        • RecommendationTrainer.java
                      • Exportable.java
                      • regressions
                        • logistic
                          • package-info.java
                          • LogisticRegressionSGDTrainer.java
                          • LogisticRegressionModel.java
                        • linear
                          • LinearRegressionSGDTrainer.java
                          • LinearRegressionModel.java
                          • package-info.java
                          • LinearRegressionLSQRTrainer.java
                        • package-info.java
                      • trainers
                        • transformers
                          • package-info.java
                          • BaggingUpstreamTransformer.java
                        • DatasetTrainer.java
                        • MultiLabelDatasetTrainer.java
                        • FeatureLabelExtractor.java
                        • AdaptableDatasetModel.java
                        • AdaptableDatasetTrainer.java
                        • TrainerTransformers.java
                        • package-info.java
                        • SingleLabelDatasetTrainer.java
                      • optimization
                        • SmoothParametrized.java
                        • package-info.java
                        • updatecalculators
                          • SimpleGDUpdateCalculator.java
                          • SimpleGDParameterUpdate.java
                          • RPropParameterUpdate.java
                          • package-info.java
                          • ParameterUpdateCalculator.java
                          • NesterovUpdateCalculator.java
                          • RPropUpdateCalculator.java
                          • NesterovParameterUpdate.java
                        • BaseParametrized.java
                        • Parametrized.java
                        • LossFunctions.java
                      • IgniteModel.java
                      • structures
                        • FeatureMetadata.java
                        • Dataset.java
                        • LabeledVectorSet.java
                        • partition
                          • LabelPartitionDataOnHeap.java
                          • LabeledDatasetPartitionDataBuilderOnHeap.java
                          • LabelPartitionDataBuilderOnHeap.java
                          • package-info.java
                        • LabeledVector.java
                        • package-info.java
                        • DatasetRow.java
                        • preprocessing
                          • package-info.java
                          • LabeledDatasetLoader.java
                        • LabeledVectorSetTestTrainPair.java
                      • Exporter.java
                      • dataset
                        • impl
                          • bootstrapping
                            • BootstrappedVector.java
                            • BootstrappedDatasetBuilder.java
                            • package-info.java
                            • BootstrappedDatasetPartition.java
                          • package-info.java
                          • cache
                            • CacheBasedDatasetBuilder.java
                            • CacheBasedDataset.java
                            • util
                              • PartitionDataStorage.java
                              • DatasetAffinityFunctionWrapper.java
                              • package-info.java
                              • ComputeUtils.java
                              • IteratorWithConcurrentModificationChecker.java
                            • package-info.java
                          • local
                            • LocalDatasetBuilder.java
                            • LocalDataset.java
                            • package-info.java
                        • Dataset.java
                        • PartitionContextBuilder.java
                        • PartitionDataBuilder.java
                        • primitive
                          • FeatureMatrixWithLabelsOnHeapData.java
                          • builder
                            • context
                              • EmptyContextBuilder.java
                              • package-info.java
                            • package-info.java
                            • data
                              • package-info.java
                              • SimpleDatasetDataBuilder.java
                              • SimpleLabeledDatasetDataBuilder.java
                          • SimpleDataset.java
                          • context
                            • EmptyContext.java
                            • package-info.java
                          • FeatureMatrixWithLabelsOnHeapDataBuilder.java
                          • package-info.java
                          • SimpleLabeledDataset.java
                          • data
                            • SimpleLabeledDatasetData.java
                            • package-info.java
                            • SimpleDatasetData.java
                          • DatasetWrapper.java
                        • DatasetFactory.java
                        • package-info.java
                        • feature
                          • extractor
                            • impl
                              • ObjectArrayVectorizer.java
                              • BinaryObjectVectorizer.java
                              • LabeledDummyVectorizer.java
                              • package-info.java
                              • DoubleArrayVectorizer.java
                              • DummyVectorizer.java
                            • Vectorizer.java
                            • ExtractionUtils.java
                            • package-info.java
                          • BucketMeta.java
                          • FeatureMeta.java
                          • ObjectHistogram.java
                          • Histogram.java
                          • package-info.java
                          • DistributionComputer.java
                        • UpstreamEntry.java
                        • DatasetBuilder.java
                        • UpstreamTransformer.java
                        • UpstreamTransformerBuilder.java
                      • naivebayes
                        • discrete
                          • DiscreteNaiveBayesModel.java
                          • package-info.java
                          • DiscreteNaiveBayesTrainer.java
                          • DiscreteNaiveBayesSumsHolder.java
                        • compound
                          • CompoundNaiveBayesModel.java
                          • package-info.java
                          • CompoundNaiveBayesTrainer.java
                        • BayesModel.java
                        • package-info.java
                        • gaussian
                          • GaussianNaiveBayesSumsHolder.java
                          • package-info.java
                          • GaussianNaiveBayesModel.java
                          • GaussianNaiveBayesTrainer.java
                      • selection
                        • paramgrid
                          • BruteForceStrategy.java
                          • HyperParameterTuningStrategy.java
                          • ParameterSetGenerator.java
                          • package-info.java
                          • RandomStrategy.java
                          • EvolutionOptimizationStrategy.java
                          • ParamGrid.java
                        • scoring
                          • evaluator
                            • EvaluationResult.java
                            • Evaluator.java
                            • context
                              • EmptyContext.java
                              • EvaluationContext.java
                              • package-info.java
                              • BinaryClassificationEvaluationContext.java
                            • aggregator
                              • ClassificationMetricsAggregator.java
                              • BinaryClassificationPointwiseMetricStatsAggregator.java
                              • package-info.java
                              • RegressionMetricStatsAggregator.java
                              • MetricStatsAggregator.java
                            • package-info.java
                          • LabelPair.java
                          • package-info.java
                          • metric
                            • Metric.java
                            • classification
                              • Accuracy.java
                              • Recall.java
                              • BinaryClassificationMetric.java
                              • TrueNegativeAbsoluteValue.java
                              • FalsePositiveAbsoluteValue.java
                              • FMeasure.java
                              • TruePositiveAbsoluteValue.java
                              • Precision.java
                              • FallOut.java
                              • Npv.java
                              • package-info.java
                              • MissRate.java
                              • BalancedAccuracy.java
                              • Specificity.java
                              • Fdr.java
                              • FalseNegativeAbsoluteValue.java
                            • package-info.java
                            • regression
                              • Mse.java
                              • R2.java
                              • Rmse.java
                              • package-info.java
                              • Rss.java
                              • Mae.java
                            • MetricName.java
                          • cursor
                            • CacheBasedLabelPairCursor.java
                            • LocalLabelPairCursor.java
                            • package-info.java
                            • LabelPairCursor.java
                        • package-info.java
                        • cv
                          • CrossValidation.java
                          • package-info.java
                          • CrossValidationResult.java
                          • AbstractCrossValidation.java
                          • DebugCrossValidation.java
                        • split
                          • TrainTestSplit.java
                          • package-info.java
                          • TrainTestDatasetSplitter.java
                          • mapper
                            • SHA256UniformMapper.java
                            • package-info.java
                            • UniformMapper.java
                      • environment
                        • LearningEnvironmentBuilder.java
                        • LearningEnvironment.java
                        • deploy
                          • DeployingContext.java
                          • DeployingContextImpl.java
                          • package-info.java
                          • DeployableObject.java
                        • package-info.java
                        • DefaultLearningEnvironmentBuilder.java
                        • parallelism
                          • ParallelismStrategy.java
                          • DefaultParallelismStrategy.java
                          • NoParallelismStrategy.java
                          • package-info.java
                          • Promise.java
                        • logging
                          • NoOpLogger.java
                          • MLLogger.java
                          • package-info.java
                          • CustomMLLogger.java
                          • ConsoleLogger.java
                      • nn
                        • Activators.java
                        • MLPLayer.java
                        • initializers
                          • RandomInitializer.java
                          • MLPInitializer.java
                          • package-info.java
                        • ReplicatedVectorMatrix.java
                        • MLPTrainer.java
                        • architecture
                          • LayerArchitecture.java
                          • package-info.java
                          • TransformationLayerArchitecture.java
                          • MLPArchitecture.java
                        • package-info.java
                        • MLPState.java
                        • MultilayerPerceptron.java
                        • UpdatesStrategy.java
                      • util
                        • LRUCache.java
                        • Utils.java
                        • plugin
                          • MLPlugin.java
                          • MLPluginProvider.java
                          • MLPluginConfiguration.java
                        • genetic
                          • CrossoverStrategy.java
                          • SelectionStrategy.java
                          • Population.java
                          • package-info.java
                          • Chromosome.java
                          • GeneticAlgorithm.java
                        • LRUCacheExpirationListener.java
                        • package-info.java
                        • generators
                          • DataStreamGenerator.java
                          • DatasetBuilderAdapter.java
                          • standard
                            • GaussianMixtureDataStream.java
                            • RegressionDataStream.java
                            • RingsDataStream.java
                            • TwoSeparableClassesDataStream.java
                            • package-info.java
                          • primitives
                            • scalar
                              • DiscreteRandomProducer.java
                              • GaussRandomProducer.java
                              • RandomProducerWithGenerator.java
                              • package-info.java
                              • RandomProducer.java
                              • UniformRandomProducer.java
                            • package-info.java
                            • vector
                              • VectorGeneratorsFamily.java
                              • VectorGeneratorPrimitives.java
                              • VectorGenerator.java
                              • ParametricVectorGenerator.java
                              • package-info.java
                          • package-info.java
                        • ModelTrace.java
                        • MnistUtils.java
                      • clustering
                        • gmm
                          • CovarianceMatricesAggregator.java
                          • GmmPartitionData.java
                          • package-info.java
                          • NewComponentStatisticsAggregator.java
                          • MeanWithClusterProbAggregator.java
                          • GmmModel.java
                          • GmmTrainer.java
                        • package-info.java
                        • kmeans
                          • KMeansTrainer.java
                          • KMeansModelFormat.java
                          • ClusterizationModel.java
                          • Clusterer.java
                          • package-info.java
                          • KMeansModel.java
                      • package-info.java
                      • svm
                        • package-info.java
                        • SVMLinearClassificationTrainer.java
                        • SVMLinearClassificationModel.java
                      • FileExporter.java
                      • tree
                        • DecisionTree.java
                        • DecisionTreeRegressionTrainer.java
                        • impurity
                          • ImpurityMeasureCalculator.java
                          • gini
                            • GiniImpurityMeasureCalculator.java
                            • package-info.java
                            • GiniImpurityMeasure.java
                          • util
                            • StepFunction.java
                            • SimpleStepFunctionCompressor.java
                            • package-info.java
                            • StepFunctionCompressor.java
                          • package-info.java
                          • mse
                            • package-info.java
                            • MSEImpurityMeasureCalculator.java
                            • MSEImpurityMeasure.java
                          • ImpurityMeasure.java
                        • randomforest
                          • RandomForestRegressionTrainer.java
                          • package-info.java
                          • data
                            • TreeNode.java
                            • FeaturesCountSelectionStrategies.java
                            • statistics
                              • LeafValuesComputer.java
                              • ClassifierLeafValuesComputer.java
                              • NormalDistributionStatisticsComputer.java
                              • package-info.java
                              • MeanValueStatistic.java
                              • NormalDistributionStatistics.java
                              • RegressionLeafValuesComputer.java
                            • TreeRoot.java
                            • impurity
                              • GiniHistogram.java
                              • GiniHistogramsComputer.java
                              • ImpurityHistogram.java
                              • ImpurityComputer.java
                              • package-info.java
                              • basic
                                • BootstrappedVectorsHistogram.java
                                • package-info.java
                                • CountersHistogram.java
                              • MSEHistogramComputer.java
                              • ImpurityHistogramsComputer.java
                              • MSEHistogram.java
                            • NodeId.java
                            • package-info.java
                            • NodeSplit.java
                          • RandomForestClassifierTrainer.java
                          • RandomForestTrainer.java
                        • DecisionTreeNode.java
                        • package-info.java
                        • data
                          • TreeDataIndex.java
                          • DecisionTreeDataBuilder.java
                          • DecisionTreeData.java
                          • package-info.java
                        • TreeFilter.java
                        • boosting
                          • GDBOnTreesLearningStrategy.java
                          • package-info.java
                          • GDBRegressionOnTreesTrainer.java
                          • GDBBinaryClassifierOnTreesTrainer.java
                        • DecisionTreeClassificationTrainer.java
                        • leaf
                          • DecisionTreeLeafBuilder.java
                          • MostCommonDecisionTreeLeafBuilder.java
                          • package-info.java
                          • MeanDecisionTreeLeafBuilder.java
                        • DecisionTreeConditionalNode.java
                        • DecisionTreeLeafNode.java
                      • math
                        • Destroyable.java
                        • Tracer.java
                        • functions
                          • IgniteConsumer.java
                          • IgniteFunction.java
                          • IgniteDifferentiableDoubleToDoubleFunction.java
                          • IgniteBiFunction.java
                          • IgniteIntIntToIntBiFunction.java
                          • Functions.java
                          • IgniteDifferentiableVectorToDoubleFunction.java
                          • IgniteBiConsumer.java
                          • IgniteBinaryOperator.java
                          • package-info.java
                          • IgniteToDoubleFunction.java
                          • IntIntToDoubleFunction.java
                          • IgniteCurriedTriFunction.java
                          • IntIntDoubleToVoidFunction.java
                          • IgniteDoubleFunction.java
                          • IgniteIntDoubleToDoubleBiFunction.java
                          • IgniteDoubleConsumer.java
                          • IgniteCurriedBiFunction.java
                          • IgniteTriConsumer.java
                          • IgniteSupplier.java
                          • IgniteTriFunction.java
                          • IntDoubleToVoidFunction.java
                        • isolve
                          • package-info.java
                          • lsqr
                            • package-info.java
                            • LSQRPartitionContext.java
                            • AbstractLSQR.java
                            • LSQRResult.java
                            • LSQROnHeap.java
                          • IterativeSolverResult.java
                        • Blas.java
                        • util
                          • MatrixUtil.java
                          • MapUtil.java
                          • package-info.java
                        • MetaAttributes.java
                        • primitives
                          • package-info.java
                          • vector
                            • impl
                              • VectorView.java
                              • DelegatingNamedVector.java
                              • DelegatingVector.java
                              • SparseVector.java
                              • package-info.java
                              • DenseVector.java
                              • VectorizedViewMatrix.java
                            • VectorUtils.java
                            • storage
                              • VectorViewStorage.java
                              • DenseVectorStorage.java
                              • package-info.java
                              • SparseVectorStorage.java
                              • VectorizedViewMatrixStorage.java
                            • VectorStorage.java
                            • package-info.java
                            • Vector.java
                            • NamedVector.java
                            • AbstractVector.java
                          • matrix
                            • impl
                              • SparseMatrix.java
                              • ViewMatrix.java
                              • package-info.java
                              • DenseMatrix.java
                            • LUDecomposition.java
                            • storage
                              • DenseMatrixStorage.java
                              • package-info.java
                              • ViewMatrixStorage.java
                              • SparseMatrixStorage.java
                            • MatrixStorage.java
                            • Matrix.java
                            • package-info.java
                            • AbstractMatrix.java
                            • OrderedMatrix.java
                        • distances
                          • JaccardIndex.java
                          • CosineSimilarity.java
                          • EuclideanDistance.java
                          • ChebyshevDistance.java
                          • ManhattanDistance.java
                          • package-info.java
                          • MinkowskiDistance.java
                          • HammingDistance.java
                          • DistanceMeasure.java
                        • package-info.java
                        • exceptions
                          • UnsupportedOperationException.java
                          • package-info.java
                          • datastructures
                            • EmptyFileException.java
                            • NoLabelVectorException.java
                            • FileParsingException.java
                            • package-info.java
                          • math
                            • ColumnIndexException.java
                            • RowIndexException.java
                            • NonSquareMatrixException.java
                            • MathIllegalArgumentException.java
                            • NoDataException.java
                            • package-info.java
                            • SingularMatrixException.java
                            • IndexException.java
                            • MathRuntimeException.java
                            • CardinalityException.java
                          • preprocessing
                            • IllegalLabelTypeException.java
                            • NonDoubleVectorException.java
                            • package-info.java
                            • IllegalFeatureTypeException.java
                            • UndefinedLabelException.java
                            • UnknownCategorialValueException.java
                        • StorageConstants.java
                        • stat
                          • package-info.java
                          • Distribution.java
                          • MultivariateGaussianDistribution.java
                          • DistributionMixture.java
                        • StorageOpsMetrics.java
                      • multiclass
                        • OneVsRestTrainer.java
                        • package-info.java
                        • MultiClassModel.java
                      • preprocessing
                        • binarization
                          • BinarizationTrainer.java
                          • BinarizationPreprocessor.java
                          • package-info.java
                        • finalization
                          • VectorFinalizationPreprocessor.java
                          • package-info.java
                          • VectorFinalizationTrainer.java
                        • imputing
                          • ImputerPartitionData.java
                          • ImputerPreprocessor.java
                          • ImputerTrainer.java
                          • ImputingStrategy.java
                          • package-info.java
                        • standardscaling
                          • StandardScalerTrainer.java
                          • StandardScalerPreprocessor.java
                          • StandardScalerData.java
                          • package-info.java
                        • maxabsscaling
                          • MaxAbsScalerTrainer.java
                          • MaxAbsScalerPartitionData.java
                          • MaxAbsScalerPreprocessor.java
                          • package-info.java
                        • package-info.java
                        • minmaxscaling
                          • MinMaxScalerTrainer.java
                          • MinMaxScalerPartitionData.java
                          • package-info.java
                          • MinMaxScalerPreprocessor.java
                        • PreprocessingTrainer.java
                        • developer
                          • MappedPreprocessor.java
                          • PatchedPreprocessor.java
                          • package-info.java
                        • Preprocessor.java
                        • encoding
                          • stringencoder
                            • StringEncoderPreprocessor.java
                            • package-info.java
                          • EncoderSortingStrategy.java
                          • EncoderTrainer.java
                          • EncoderPartitionData.java
                          • onehotencoder
                            • package-info.java
                            • OneHotEncoderPreprocessor.java
                          • frequency
                            • FrequencyEncoderPreprocessor.java
                            • package-info.java
                          • EncoderPreprocessor.java
                          • package-info.java
                          • EncoderType.java
                          • label
                            • LabelEncoderPreprocessor.java
                            • package-info.java
                        • normalization
                          • NormalizationPreprocessor.java
                          • NormalizationTrainer.java
                          • package-info.java
                      • knn
                        • utils
                          • indices
                            • KDTreeSpatialIndex.java
                            • SpatialIndexType.java
                            • ArraySpatialIndex.java
                            • BallTreeSpatialIndex.java
                            • SpatialIndex.java
                          • PointWithDistanceUtil.java
                          • KNNUtils.java
                          • package-info.java
                          • PointWithDistance.java
                        • ann
                          • ProbableLabel.java
                          • ANNClassificationModel.java
                          • KNNModelFormat.java
                          • ANNModelFormat.java
                          • package-info.java
                          • ANNClassificationTrainer.java
                        • KNNTrainer.java
                        • classification
                          • package-info.java
                          • KNNClassificationModel.java
                          • KNNClassificationTrainer.java
                        • package-info.java
                        • KNNPartitionDataBuilder.java
                        • KNNModel.java
                        • regression
                          • KNNRegressionModel.java
                          • KNNRegressionTrainer.java
                          • package-info.java
                        • NNClassificationModel.java
                      • pipeline
                        • Pipeline.java
                        • package-info.java
                        • PipelineMdl.java
                      • inference
                        • Model.java
                        • storage
                          • package-info.java
                          • descriptor
                            • IgniteModelDescriptorStorage.java
                            • ModelDescriptorStorageFactory.java
                            • ModelDescriptorStorage.java
                            • package-info.java
                            • LocalModelDescriptorStorage.java
                          • model
                            • Directory.java
                            • ModelStorage.java
                            • ModelStorageFactory.java
                            • package-info.java
                            • ModelStorageProvider.java
                            • LocalModelStorageProvider.java
                            • File.java
                            • FileOrDirectory.java
                            • IgniteModelStorageProvider.java
                            • DefaultModelStorage.java
                        • builder
                          • AsyncModelBuilder.java
                          • IgniteDistributedModelBuilder.java
                          • SingleModelBuilder.java
                          • SyncModelBuilder.java
                          • package-info.java
                          • ThreadedModelBuilder.java
                        • ModelDescriptor.java
                        • util
                          • DirectorySerializer.java
                          • package-info.java
                        • package-info.java
                        • reader
                          • ModelReader.java
                          • package-info.java
                          • FileSystemModelReader.java
                          • ModelStorageModelReader.java
                          • InMemoryModelReader.java
                        • ModelSignature.java
                        • IgniteModelStorageUtil.java
                        • parser
                          • IgniteModelParser.java
                          • ModelParser.java
                          • package-info.java
                      • composition
                        • ModelsComposition.java
                        • CompositionUtils.java
                        • DatasetMapping.java
                        • predictionsaggregator
                          • MeanValuePredictionsAggregator.java
                          • OnMajorityPredictionsAggregator.java
                          • WeightedPredictionsAggregator.java
                          • package-info.java
                          • PredictionsAggregator.java
                        • package-info.java
                        • combinators
                          • package-info.java
                          • parallel
                            • TrainersParallelComposition.java
                            • ModelsParallelComposition.java
                            • package-info.java
                          • sequential
                            • TrainersSequentialComposition.java
                            • ModelsSequentialComposition.java
                            • package-info.java
                        • bagging
                          • BaggedTrainer.java
                          • BaggedModel.java
                        • ModelOnFeaturesSubspace.java
                        • boosting
                          • GDBBinaryClassifierTrainer.java
                          • convergence
                            • simple
                              • ConvergenceCheckerStub.java
                              • package-info.java
                              • ConvergenceCheckerStubFactory.java
                            • package-info.java
                            • mean
                              • MeanAbsValueConvergenceCheckerFactory.java
                              • MeanAbsValueConvergenceChecker.java
                              • package-info.java
                            • ConvergenceCheckerFactory.java
                            • median
                              • MedianOfMedianConvergenceChecker.java
                              • package-info.java
                              • MedianOfMedianConvergenceCheckerFactory.java
                            • ConvergenceChecker.java
                          • GDBLearningStrategy.java
                          • package-info.java
                          • GDBRegressionTrainer.java
                          • GDBTrainer.java
                          • loss
                            • SquaredError.java
                            • package-info.java
                            • Loss.java
                            • LogLoss.java
                        • ModelsCompositionFormat.java
                        • stacking
                          • StackedDatasetTrainer.java
                          • StackedVectorDatasetTrainer.java
                          • package-info.java
                          • SimpleStackedDatasetTrainer.java
                          • StackedModel.java
          • test
            • resources
              • datasets
                • regression
                  • boston.csv
                  • README.md
                  • diabetes.csv
                • README.md
                • knn
                  • iris.txt
                  • cleared_machines.txt
                  • empty.txt
                  • iris_incorrect.txt
                  • missed_data.txt
                  • machine.data.txt
                  • no_data.txt
              • manualrun
                • trees
                  • columntrees.manualrun.properties
            • java
              • org
                • apache
                  • ignite
                    • ml
                      • recommendation
                        • RecommendationTrainerTest.java
                        • RecommendationTrainerSQLTest.java
                        • RecommendationTestSuite.java
                      • regressions
                        • logistic
                          • LogisticRegressionSGDTrainerTest.java
                          • LogisticRegressionModelTest.java
                        • linear
                          • LinearRegressionModelTest.java
                          • LinearRegressionLSQRTrainerTest.java
                          • LinearRegressionSGDTrainerTest.java
                        • RegressionsTestSuite.java
                      • structures
                        • LabeledVectorSetTest.java
                        • DatasetStructureTest.java
                        • StructuresTestSuite.java
                      • dataset
                        • impl
                          • cache
                            • CacheBasedDatasetTest.java
                            • CacheBasedDatasetBuilderTest.java
                            • util
                              • DatasetAffinityFunctionWrapperTest.java
                              • IteratorWithConcurrentModificationCheckerTest.java
                              • ComputeUtilsTest.java
                              • PartitionDataStorageTest.java
                          • local
                            • LocalDatasetBuilderTest.java
                        • primitive
                          • SimpleDatasetTest.java
                          • SimpleLabeledDatasetTest.java
                          • DatasetWrapperTest.java
                        • DatasetTestSuite.java
                        • feature
                          • extractor
                            • VectorizerTest.java
                          • ObjectHistogramTest.java
                      • naivebayes
                        • discrete
                          • DiscreteNaiveBayesModelTest.java
                          • DiscreteNaiveBayesTrainerTest.java
                          • DiscreteNaiveBayesTest.java
                        • compound
                          • Data.java
                          • CompoundNaiveBayesTest.java
                          • CompoundNaiveBayesTrainerTest.java
                          • CompoundNaiveBayesModelTest.java
                        • gaussian
                          • GaussianNaiveBayesTrainerTest.java
                          • GaussianNaiveBayesModelTest.java
                          • GaussianNaiveBayesTest.java
                      • common
                        • TrainerTest.java
                        • KeepBinaryTest.java
                        • CollectionsTest.java
                        • CommonTestSuite.java
                        • LocalModelsTest.java
                        • ExternalizeTest.java
                        • ModelTest.java
                      • TestUtils.java
                      • selection
                        • paramgrid
                          • ParameterSetGeneratorTest.java
                        • scoring
                          • evaluator
                            • RegressionEvaluatorTest.java
                            • context
                              • BinaryClassificationEvaluationContextTest.java
                            • aggregator
                              • BinaryClassificationPointwiseMetricStatsAggregatorTest.java
                              • RegressionMetricStatsAggregatorTest.java
                            • BinaryClassificationEvaluatorTest.java
                          • TestLabelPairCursor.java
                          • metric
                            • classification
                              • BinaryClassificationMetricsTest.java
                            • regression
                              • RegressionMetricsTest.java
                          • cursor
                            • LocalLabelPairCursorTest.java
                            • CacheBasedLabelPairCursorTest.java
                        • cv
                          • CrossValidationTest.java
                        • SelectionTestSuite.java
                        • split
                          • TrainTestDatasetSplitterTest.java
                          • mapper
                            • SHA256UniformMapperTest.java
                      • environment
                        • LearningEnvironmentBuilderTest.java
                        • PromiseTest.java
                        • LearningEnvironmentTest.java
                        • deploy
                          • DeployingContextImplTest.java
                          • MLDeployingTest.java
                        • EnvironmentTestSuite.java
                      • nn
                        • MLPTrainerIntegrationTest.java
                        • MLPTest.java
                        • MLPTestSuite.java
                        • MLPTrainerTest.java
                        • MLPConstInitializer.java
                        • LossFunctionsTest.java
                        • performance
                          • MnistMLPTestUtil.java
                          • MLPTrainerMnistIntegrationTest.java
                          • MLPTrainerMnistTest.java
                      • util
                        • UtilTestSuite.java
                        • genetic
                          • GeneticAlgorithmTest.java
                          • PopulationTest.java
                        • generators
                          • DataStreamGeneratorFillCacheTest.java
                          • DataStreamGeneratorTestSuite.java
                          • DataStreamGeneratorTest.java
                          • primitives
                            • scalar
                              • DiscreteRandomProducerTest.java
                              • GaussRandomProducerTest.java
                              • RandomProducerTest.java
                              • UniformRandomProducerTest.java
                            • vector
                              • VectorGeneratorPrimitivesTest.java
                              • VectorGeneratorsFamilyTest.java
                              • ParametricVectorGeneratorTest.java
                              • VectorGeneratorTest.java
                        • LRUCacheTest.java
                      • clustering
                        • KMeansTrainerTest.java
                        • ClusteringTestSuite.java
                        • KMeansModelTest.java
                        • gmm
                          • GmmPartitionDataTest.java
                          • GmmTrainerIntegrationTest.java
                          • CovarianceMatricesAggregatorTest.java
                          • NewComponentStatisticsAggregatorTest.java
                          • GmmTrainerTest.java
                          • MeanWithClusterProbAggregatorTest.java
                          • GmmModelTest.java
                      • svm
                        • SVMModelTest.java
                        • SVMTestSuite.java
                        • SVMBinaryTrainerTest.java
                      • tree
                        • impurity
                          • gini
                            • GiniImpurityMeasureTest.java
                            • GiniImpurityMeasureCalculatorTest.java
                          • util
                            • SimpleStepFunctionCompressorTest.java
                            • StepFunctionTest.java
                            • TestImpurityMeasure.java
                          • mse
                            • MSEImpurityMeasureCalculatorTest.java
                            • MSEImpurityMeasureTest.java
                        • DecisionTreeClassificationTrainerIntegrationTest.java
                        • randomforest
                          • RandomForestTreeTestSuite.java
                          • RandomForestTest.java
                          • RandomForestClassifierTrainerTest.java
                          • RandomForestRegressionTrainerTest.java
                          • data
                            • statistics
                              • NormalDistributionStatisticsComputerTest.java
                            • TreeNodeTest.java
                            • impurity
                              • ImpurityHistogramTest.java
                              • MSEHistogramTest.java
                              • GiniFeatureHistogramTest.java
                          • RandomForestIntegrationTest.java
                        • DecisionTreeTestSuite.java
                        • data
                          • TreeDataIndexTest.java
                          • DecisionTreeDataTest.java
                        • DecisionTreeRegressionTrainerTest.java
                        • DecisionTreeRegressionTrainerIntegrationTest.java
                        • DecisionTreeClassificationTrainerTest.java
                        • performance
                          • DecisionTreeMNISTIntegrationTest.java
                          • DecisionTreeMNISTTest.java
                      • math
                        • ExternalizableTest.java
                        • isolve
                          • lsqr
                            • LSQROnHeapTest.java
                        • TracerTest.java
                        • MathImplLocalTestSuite.java
                        • VectorUtilsTest.java
                        • primitives
                          • MathTestConstants.java
                          • vector
                            • VectorImplementationsFixtures.java
                            • VectorImplementationsTest.java
                            • storage
                              • SparseVectorStorageTest.java
                              • DenseVectorStorageTest.java
                              • AbstractStorageTest.java
                            • VectorViewTest.java
                            • AbstractVectorTest.java
                            • VectorBaseStorageTest.java
                            • VectorFoldMapTest.java
                            • VectorNormTest.java
                            • VectorToMatrixTest.java
                            • MatrixVectorViewTest.java
                            • DelegatingVectorConstructorTest.java
                            • VectorAttributesTest.java
                            • DenseVectorConstructorTest.java
                            • SparseVectorConstructorTest.java
                            • VectorArrayStorageTest.java
                          • matrix
                            • MatrixArrayStorageTest.java
                            • MatrixBaseStorageTest.java
                            • DenseMatrixConstructorTest.java
                            • MatrixViewConstructorTest.java
                            • MatrixStorageFixtures.java
                            • MatrixAttributeTest.java
                            • LUDecompositionTest.java
                            • SparseMatrixConstructorTest.java
                            • MatrixStorageImplementationTest.java
                        • distances
                          • CosineSimilarityTest.java
                          • DistanceTest.java
                          • JaccardIndexTest.java
                        • MathImplMainTestSuite.java
                        • ExternalizeTest.java
                        • BlasTest.java
                        • stat
                          • DistributionMixtureTest.java
                          • StatsTestSuite.java
                          • MultivariateGaussianDistributionTest.java
                      • multiclass
                        • OneVsRestTrainerTest.java
                        • MultiClassTestSuite.java
                      • preprocessing
                        • binarization
                          • BinarizationPreprocessorTest.java
                          • BinarizationTrainerTest.java
                        • imputing
                          • ImputerTrainerTest.java
                          • ImputerPreprocessorTest.java
                        • standardscaling
                          • StandardScalerTrainerTest.java
                          • StandardScalerPreprocessorTest.java
                        • maxabsscaling
                          • MaxAbsScalerTrainerTest.java
                          • MaxAbsScalerPreprocessorTest.java
                        • PreprocessingTestSuite.java
                        • minmaxscaling
                          • MinMaxScalerPreprocessorTest.java
                          • MinMaxScalerTrainerTest.java
                        • encoding
                          • FrequencyEncoderPreprocessorTest.java
                          • StringEncoderPreprocessorTest.java
                          • LabelEncoderPreprocessorTest.java
                          • EncoderTrainerTest.java
                          • OneHotEncoderPreprocessorTest.java
                        • normalization
                          • NormalizationPreprocessorTest.java
                          • NormalizationTrainerTest.java
                      • knn
                        • utils
                          • ArraySpatialIndexTest.java
                          • BallTreeSpatialIndexTest.java
                          • SpatialIndexTest.java
                          • KDTreeSpatialIndexTest.java
                        • ANNClassificationTest.java
                        • KNNClassificationTest.java
                        • KNNTestSuite.java
                        • LabeledDatasetHelper.java
                        • KNNRegressionTest.java
                      • IgniteMLTestSuite.java
                      • pipeline
                        • PipelineTestSuite.java
                        • PipelineMdlTest.java
                        • PipelineTest.java
                      • inference
                        • storage
                          • model
                            • AbstractModelStorageTest.java
                            • DefaultModelStorageTest.java
                        • InferenceTestSuite.java
                        • builder
                          • IgniteDistributedModelBuilderTest.java
                          • ThreadedModelBuilderTest.java
                          • SingleModelBuilderTest.java
                          • ModelBuilderTestUtil.java
                        • util
                          • DirectorySerializerTest.java
                        • IgniteModelStorageUtilTest.java
                      • composition
                        • StackingTest.java
                        • predictionsaggregator
                          • MeanValuePredictionsAggregatorTest.java
                          • WeightedPredictionsAggregatorTest.java
                          • OnMajorityPredictionsAggregatorTest.java
                        • CompositionTestSuite.java
                        • bagging
                          • BaggingTest.java
                        • boosting
                          • convergence
                            • ConvergenceCheckerTest.java
                            • mean
                              • MeanAbsValueConvergenceCheckerTest.java
                            • median
                              • MedianOfMedianConvergenceCheckerTest.java
                          • GDBTrainerTest.java
        • pom.xml
        • licenses
          • mit.txt
          • apache-2.0.txt
          • bsd3.txt
          • netlib-java-bsd3.txt
        • spark-model-parser
          • src
            • main
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • sparkmodelparser
                          • UnsupportedSparkModelException.java
                          • SupportedSparkModels.java
                          • package-info.java
                          • SparkModelParser.java
            • test
              • resources
                • models
                  • notreesmetadatafolder
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet
                      • .part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                  • notreesmetadatafile
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • treesMetadata
                      • .part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c000.snappy.parquet.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet
                      • .part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                  • twomodelfilefolder
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c001.snappy.parquet
                      • ._SUCCESS.crc
                      • .part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet.crc
                      • _SUCCESS
                      • part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet
                  • nometadatafilefolder
                    • metadata
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • ._SUCCESS.crc
                      • .part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet.crc
                      • _SUCCESS
                      • part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet
                  • nomodelfilefolder
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • ._SUCCESS.crc
                      • .part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet.crc
                      • _SUCCESS
                  • nodatafolder
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                  • linreg
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • ._SUCCESS.crc
                      • .part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet.crc
                      • _SUCCESS
                      • part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet
                  • twotreesmetadatafiles
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • treesMetadata
                      • part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c001.snappy.parquet
                      • .part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c000.snappy.parquet.crc
                      • part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c000.snappy.parquet
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet
                      • .part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                  • nometadatafolder
                    • data
                      • ._SUCCESS.crc
                      • .part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet.crc
                      • _SUCCESS
                      • part-00000-1ff2d09d-6cdf-4ad3-bddd-7cad8378429d-c000.snappy.parquet
                  • gbt
                    • metadata
                      • part-00000
                      • .part-00000.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • treesMetadata
                      • .part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c000.snappy.parquet.crc
                      • part-00000-9033203a-e1e6-4d24-9900-be8a4396710b-c000.snappy.parquet
                      • ._SUCCESS.crc
                      • _SUCCESS
                    • data
                      • part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet
                      • .part-00000-ea23dcda-6344-4b1f-9716-fbedf7caba2d-c000.snappy.parquet.crc
                      • ._SUCCESS.crc
                      • _SUCCESS
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • sparkmodelparser
                          • IgniteMLSparkModelParserTestSuite.java
                          • SparkModelParserTest.java
          • pom.xml
          • README.txt
        • README.txt
        • xgboost-model-parser
          • src
            • main
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • xgboost
                          • XGModelComposition.java
                          • package-info.java
                          • parser
                            • XGBoostModelVisitor.java
                            • XGBoostModelParser.java
                            • visitor
                              • XGTreeDictionaryVisitor.java
                              • XGTreeVisitor.java
                              • XGModelVisitor.java
                              • package-info.java
                            • XGModelParser.java
                            • package-info.java
                            • XGBoostModelListener.java
                            • XGBoostModelBaseVisitor.java
                            • XGBoostModelLexer.java
            • test
              • resources
                • datasets
                  • agaricus-test-data.txt
                  • agaricus-test-expected-results.txt
                  • agaricus-model.txt
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • xgboost
                          • IgniteMLXGBoostTestSuite.java
                          • parser
                            • XGBoostModelParserTest.java
          • pom.xml
        • h2o-model-parser
          • src
            • main
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • h2o
                          • H2OMojoModel.java
                          • package-info.java
                          • H2OMojoModelParser.java
            • test
              • resources
                • mojos
              • java
                • org
                  • apache
                    • ignite
                      • ml
                        • h2o
                          • H2OMojoTestSuite.java
                          • H2OMojoParserTest.java
          • pom.xml
      • storm
        • src
          • main
            • java
              • org
                • apache
                  • ignite
                    • stream
                      • storm
                        • StormStreamer.java
                        • package-info.java
          • test
            • resources
              • example-ignite.xml
            • java
              • org
                • apache
                  • ignite
                    • stream
                      • storm
                        • StormIgniteStreamerSelfTest.java
                        • IgniteStormStreamerSelfTestSuite.java
                        • TestStormSpout.java
        • pom.xml
        • licenses
          • apache-2.0.txt
        • README.txt
      • web-console
        • src
          • test
            • java
              • org
                • apache
                  • ignite
                    • console
                      • configuration
                        • WrongFields.java
                        • WebConsoleConfigurationSelfTest.java
                        • FieldProcessingInfo.java
                        • MetadataInfo.java
                      • testsuites
                        • WebConsoleTestSuite.java
        • web-agent
          • src
            • main
              • resources
                • log4j.properties
              • java
                • org
                  • apache
                    • ignite
                      • console
                        • demo
                          • AgentMetadataDemo.java
                          • AgentClusterDemo.java
                          • task
                            • DemoComputeTask.java
                            • DemoCancellableTask.java
                          • service
                            • DemoServiceClusterSingleton.java
                            • DemoServiceMultipleInstances.java
                            • DemoServiceNodeSingleton.java
                            • DemoRandomCacheLoadService.java
                            • DemoCachesLoadService.java
                            • DemoServiceKeyAffinity.java
                            • DemoComputeLoadService.java
                          • AgentDemoUtils.java
                          • model
                            • Department.java
                            • Country.java
                            • Employee.java
                            • Parking.java
                            • Car.java
                        • agent
                          • db
                            • DbMetadataReader.java
                            • DbSchema.java
                            • DbColumn.java
                            • dialect
                              • DB2MetadataDialect.java
                              • OracleMetadataDialect.java
                              • MySQLMetadataDialect.java
                              • JdbcMetadataDialect.java
                              • DatabaseMetadataDialect.java
                            • DbTable.java
                          • AgentUtils.java
                          • handlers
                            • ClusterListener.java
                            • RestListener.java
                            • AbstractListener.java
                            • DatabaseListener.java
                          • ProxyAuthException.java
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                    • index.js
                • controller.js
                • template.tpl.pug
                • service.js
                • index.js
              • page-landing
                • style.scss
                • template.pug
                • public.pug
                • index.js
              • user-notifications
                • style.scss
                • controller.js
                • template.tpl.pug
                • service.js
                • index.js
              • panel-collapsible
                • style.scss
                • template.pug
                • index.spec.js
                • controller.js
                • transcludeDirective.js
                • component.js
                • index.js
              • list-editable
                • controller.ts
                • style.scss
                • index.ts
                • template.pug
                • components
                  • list-editable-add-item-button
                    • component.spec.js
                    • style.scss
                    • no-items-template.pug
                    • index.ts
                    • component.ts
                    • has-items-template.pug
                  • list-editable-one-way
                    • index.ts
                    • directive.ts
                  • list-editable-cols
                    • row.directive.js
                    • cols.style.scss
                    • cols.directive.js
                    • index.js
                    • cols.template.pug
                  • list-editable-save-on-changes
                    • index.ts
                    • directives.ts
                  • list-editable-transclude
                    • index.ts
                    • directive.ts
                • component.js
              • version-picker
                • style.scss
                • template.pug
                • component.js
                • index.js
              • ui-grid-column-resizer
                • directive.js
                • index.js
            • app.js
            • directives
              • on-enter.directive.js
              • on-escape.directive.js
              • hide-on-state-change
                • hide-on-state-change.directive.js
              • on-enter-focus-move.directive.js
              • retain-selection.directive.js
              • auto-focus.directive.js
              • match.directive.spec.js
              • on-focus-out.directive.js
              • match.directive.js
              • btn-ignite-link.js
              • on-click-focus.directive.js
              • copy-to-clipboard.directive.js
            • store
              • actions
                • user.ts
                • ui.ts
              • reducers
                • ui.ts
              • index.ts
              • reduxDevtoolsIntegration.js
              • ofType.ts
              • effects