View Java Class Source Code in JAR file
- Download JD-GUI to open JAR file and explore Java source code file (.class .java)
- Click menu "File → Open File..." or just drag-and-drop the JAR file in the JD-GUI window shifu-0.12.0.jar file.
Once you open a JAR file, all the java classes in the JAR file will be displayed.
ml.shifu.shifu.container.meta
├─ ml.shifu.shifu.container.meta.MetaFactory.class - [JAR]
├─ ml.shifu.shifu.container.meta.MetaGroup.class - [JAR]
├─ ml.shifu.shifu.container.meta.MetaItem.class - [JAR]
├─ ml.shifu.shifu.container.meta.ValidateResult.class - [JAR]
├─ ml.shifu.shifu.container.meta.ValueOption.class - [JAR]
ml.shifu.shifu.core.dtrain.nn.update
├─ ml.shifu.shifu.core.dtrain.nn.update.AdaGradUpdate.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.update.AdamUpdate.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.update.MomentumUpdate.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.update.NesterovUpdate.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.update.RMSPropUpdate.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.update.UpdateRule.class - [JAR]
ml.shifu.shifu.column
├─ ml.shifu.shifu.column.NSColumn.class - [JAR]
├─ ml.shifu.shifu.column.NSColumnUtils.class - [JAR]
ml.shifu.shifu.actor
├─ ml.shifu.shifu.actor.AbstractActor.class - [JAR]
├─ ml.shifu.shifu.actor.AkkaExecStatus.class - [JAR]
├─ ml.shifu.shifu.actor.AkkaSystemExecutor.class - [JAR]
├─ ml.shifu.shifu.actor.CalculateStatsActor.class - [JAR]
├─ ml.shifu.shifu.actor.EvalModelActor.class - [JAR]
├─ ml.shifu.shifu.actor.NormalizeDataActor.class - [JAR]
├─ ml.shifu.shifu.actor.PostTrainActor.class - [JAR]
├─ ml.shifu.shifu.actor.TrainDtModelActor.class - [JAR]
├─ ml.shifu.shifu.actor.TrainModelActor.class - [JAR]
ml.shifu.shifu.core.pmml.builder
├─ ml.shifu.shifu.core.pmml.builder.PMMLConstructorFactory.class - [JAR]
ml.shifu.shifu.core.dtrain.wdl.activation
├─ ml.shifu.shifu.core.dtrain.wdl.activation.Activation.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.ActivationFactory.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.Gaussian.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.LeakyReLU.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.Log.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.ReLU.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.Sigmoid.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.Swish.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.activation.TanH.class - [JAR]
ml.shifu.shifu.core.dvarsel
├─ ml.shifu.shifu.core.dvarsel.AbstractMasterConductor.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.AbstractWorkerConductor.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.CandidatePerf.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.CandidatePopulation.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.CandidateSeed.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.VarSelMaster.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.VarSelMasterResult.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.VarSelOutput.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.VarSelWorker.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.VarSelWorkerResult.class - [JAR]
ml.shifu.shifu.pig
├─ ml.shifu.shifu.pig.PigExecutor.class - [JAR]
├─ ml.shifu.shifu.pig.ShifuPigServer.class - [JAR]
├─ ml.shifu.shifu.pig.ShifuPigStorage.class - [JAR]
ml.shifu.shifu.container
├─ ml.shifu.shifu.container.BinningObject.class - [JAR]
├─ ml.shifu.shifu.container.CaseScoreResult.class - [JAR]
├─ ml.shifu.shifu.container.ColumnScoreObject.class - [JAR]
├─ ml.shifu.shifu.container.ConfusionMatrixObject.class - [JAR]
├─ ml.shifu.shifu.container.DtScore.class - [JAR]
├─ ml.shifu.shifu.container.ModelInitInputObject.class - [JAR]
├─ ml.shifu.shifu.container.ModelResultObject.class - [JAR]
├─ ml.shifu.shifu.container.PerformanceObject.class - [JAR]
├─ ml.shifu.shifu.container.ReasonResultObject.class - [JAR]
├─ ml.shifu.shifu.container.ScoreObject.class - [JAR]
├─ ml.shifu.shifu.container.ValueObject.class - [JAR]
├─ ml.shifu.shifu.container.VariableStoreObject.class - [JAR]
├─ ml.shifu.shifu.container.WeightAmplifier.class - [JAR]
ml.shifu.common
├─ ml.shifu.common.Step.class - [JAR]
ml.shifu.shifu.core.correlation
├─ ml.shifu.shifu.core.correlation.CorrelationMapper.class - [JAR]
├─ ml.shifu.shifu.core.correlation.CorrelationMultithreadedMapper.class - [JAR]
├─ ml.shifu.shifu.core.correlation.CorrelationReducer.class - [JAR]
├─ ml.shifu.shifu.core.correlation.CorrelationWritable.class - [JAR]
├─ ml.shifu.shifu.core.correlation.FastCorrelationMapper.class - [JAR]
├─ ml.shifu.shifu.core.correlation.FastCorrelationMultithreadedMapper.class - [JAR]
ml.shifu.shifu.exception
├─ ml.shifu.shifu.exception.ShifuErrorCode.class - [JAR]
├─ ml.shifu.shifu.exception.ShifuException.class - [JAR]
ml.shifu.shifu.core.dtrain.wdl.weight
├─ ml.shifu.shifu.core.dtrain.wdl.weight.Initialisable.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.weight.RangeRandom.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.weight.WeightRandom.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.weight.Zero.class - [JAR]
ml.shifu.shifu.core.mr.input
├─ ml.shifu.shifu.core.mr.input.CombineInputFormat.class - [JAR]
├─ ml.shifu.shifu.core.mr.input.CombineInputSplit.class - [JAR]
├─ ml.shifu.shifu.core.mr.input.CombineRecordReader.class - [JAR]
ml.shifu.shifu.core.dtrain.wdl.optimization
├─ ml.shifu.shifu.core.dtrain.wdl.optimization.AdaGrad.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.optimization.GradientDescent.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.optimization.Optimizer.class - [JAR]
ml.shifu.stats
├─ ml.shifu.stats.StatsStep.class - [JAR]
ml.shifu.shifu.core.history
├─ ml.shifu.shifu.core.history.VarSelDesc.class - [JAR]
├─ ml.shifu.shifu.core.history.VarSelReason.class - [JAR]
ml.shifu.shifu.executor
├─ ml.shifu.shifu.executor.ExecutorManager.class - [JAR]
├─ ml.shifu.shifu.executor.ProcessManager.class - [JAR]
ml.shifu.shifu.combo
├─ ml.shifu.shifu.combo.ColumnFile.class - [JAR]
├─ ml.shifu.shifu.combo.CsvFile.class - [JAR]
├─ ml.shifu.shifu.combo.DataJoinMapReducer.class - [JAR]
├─ ml.shifu.shifu.combo.DataMerger.class - [JAR]
├─ ml.shifu.shifu.combo.PigDataJoin.class - [JAR]
ml.shifu.shifu.core
├─ ml.shifu.shifu.core.AbstractTrainer.class - [JAR]
├─ ml.shifu.shifu.core.BasicStatsCalculator.class - [JAR]
├─ ml.shifu.shifu.core.Binning.class - [JAR]
├─ ml.shifu.shifu.core.ColumnStatsCalculator.class - [JAR]
├─ ml.shifu.shifu.core.Computable.class - [JAR]
├─ ml.shifu.shifu.core.ConfusionMatrix.class - [JAR]
├─ ml.shifu.shifu.core.ConfusionMatrixCalculator.class - [JAR]
├─ ml.shifu.shifu.core.ConvergeJudger.class - [JAR]
├─ ml.shifu.shifu.core.DataPurifier.class - [JAR]
├─ ml.shifu.shifu.core.DataSampler.class - [JAR]
├─ ml.shifu.shifu.core.GenericModel.class - [JAR]
├─ ml.shifu.shifu.core.LR.class - [JAR]
├─ ml.shifu.shifu.core.MSEWorker.class - [JAR]
├─ ml.shifu.shifu.core.ModelRunner.class - [JAR]
├─ ml.shifu.shifu.core.MunroPatEstimator.class - [JAR]
├─ ml.shifu.shifu.core.NNModel.class - [JAR]
├─ ml.shifu.shifu.core.Normalizer.class - [JAR]
├─ ml.shifu.shifu.core.PerformanceEvaluator.class - [JAR]
├─ ml.shifu.shifu.core.Reasoner.class - [JAR]
├─ ml.shifu.shifu.core.Scorer.class - [JAR]
├─ ml.shifu.shifu.core.StreamStatsCalculator.class - [JAR]
├─ ml.shifu.shifu.core.TreeModel.class - [JAR]
├─ ml.shifu.shifu.core.VariableSelector.class - [JAR]
ml.shifu.shifu.core.dtrain.gs
├─ ml.shifu.shifu.core.dtrain.gs.GridSearch.class - [JAR]
ml.shifu.shifu.core.dtrain.random
├─ ml.shifu.shifu.core.dtrain.random.AbstractBoxMuller.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.AbstractGenerateRandom.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.AbstractWeightRandomizer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.GenerateRandom.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.HeWeightRandomizer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.LecunWeightRandomizer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.MersenneTwisterGenerateRandom.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.Randomizer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.random.XavierWeightRandomizer.class - [JAR]
ml.shifu.shifu.message
├─ ml.shifu.shifu.message.AkkaActorInputMessage.class - [JAR]
├─ ml.shifu.shifu.message.CofusionMatrixMessage.class - [JAR]
├─ ml.shifu.shifu.message.ColumnScoreMessage.class - [JAR]
├─ ml.shifu.shifu.message.EvalResultMessage.class - [JAR]
├─ ml.shifu.shifu.message.ExceptionMessage.class - [JAR]
├─ ml.shifu.shifu.message.NormPartRawDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.NormResultDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.RunModelDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.RunModelResultMessage.class - [JAR]
├─ ml.shifu.shifu.message.ScanEvalDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.ScanNormInputDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.ScanStatsRawDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.ScanTrainDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.StatsPartRawDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.StatsResultMessage.class - [JAR]
├─ ml.shifu.shifu.message.StatsValueObjectMessage.class - [JAR]
├─ ml.shifu.shifu.message.TrainInstanceMessage.class - [JAR]
├─ ml.shifu.shifu.message.TrainPartDataMessage.class - [JAR]
├─ ml.shifu.shifu.message.TrainResultMessage.class - [JAR]
ml.shifu.shifu.core.dvarsel.dataset
├─ ml.shifu.shifu.core.dvarsel.dataset.TrainingDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.dataset.TrainingRecord.class - [JAR]
ml.shifu.shifu.core.pmml
├─ ml.shifu.shifu.core.pmml.NeuralNetworkModelIntegrator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLAdapterCommonUtil.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLEncogNeuralNetworkModel.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLLRModelBuilder.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLModelBuilder.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLTranslator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PMMLUtils.class - [JAR]
├─ ml.shifu.shifu.core.pmml.PluginConstants.class - [JAR]
├─ ml.shifu.shifu.core.pmml.TreeEnsemblePMMLTranslator.class - [JAR]
ml.shifu.shifu.core.dtrain.nn
├─ ml.shifu.shifu.core.dtrain.nn.AbsoluteErrorCalculation.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.AbsoluteErrorFunction.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.AbstractNNWorker.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ActivationLeakyReLU.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ActivationPTANH.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ActivationReLU.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ActivationSwish.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.BasicDropoutLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.BinaryNNSerializer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ErrorCalculation.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.IndependentNNModel.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.LogErrorCalculation.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.LogErrorFunction.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNColumnStats.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNConstants.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNMaster.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNOutput.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNParams.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNParquetWorker.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNStructureComparator.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.NNWorker.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.ParallelGradient.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.SquaredErrorCalculation.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.nn.SubGradient.class - [JAR]
ml.shifu.shifu
├─ ml.shifu.shifu.ShifuCLI.class - [JAR]
ml.shifu.shifu.core.shuffle
├─ ml.shifu.shifu.core.shuffle.DataShuffle.class - [JAR]
├─ ml.shifu.shifu.core.shuffle.MapReduceShuffle.class - [JAR]
ml.shifu.shifu.core.autotype
├─ ml.shifu.shifu.core.autotype.AutoTypeDistinctCountMapper.class - [JAR]
├─ ml.shifu.shifu.core.autotype.AutoTypeDistinctCountReducer.class - [JAR]
├─ ml.shifu.shifu.core.autotype.CountAndFrequentItemsWritable.class - [JAR]
ml.shifu.shifu.util.updater
├─ ml.shifu.shifu.util.updater.BasicUpdater.class - [JAR]
├─ ml.shifu.shifu.util.updater.ColumnConfigUpdater.class - [JAR]
├─ ml.shifu.shifu.util.updater.TrainUpdater.class - [JAR]
├─ ml.shifu.shifu.util.updater.VarSelUpdater.class - [JAR]
├─ ml.shifu.shifu.util.updater.VoidUpdater.class - [JAR]
ml.shifu.shifu.core.dtrain.wdl
├─ ml.shifu.shifu.core.dtrain.wdl.AbstractLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.BiasLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.BinaryWDLSerializer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.DenseInputLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.DenseLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.EmbedFieldLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.EmbedLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.IndependentWDLModel.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.Layer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.PersistWideAndDeep.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.SerializationType.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.SerializationUtil.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.SparseInput.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WDLMaster.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WDLOutput.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WDLParams.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WDLWorker.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WeightInitializer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WideAndDeep.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WideDenseLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WideFieldLayer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.wdl.WideLayer.class - [JAR]
ml.shifu.shifu.core.binning.obj
├─ ml.shifu.shifu.core.binning.obj.AbstractBinInfo.class - [JAR]
├─ ml.shifu.shifu.core.binning.obj.CategoricalBinInfo.class - [JAR]
├─ ml.shifu.shifu.core.binning.obj.LinkNode.class - [JAR]
├─ ml.shifu.shifu.core.binning.obj.NumBinInfo.class - [JAR]
├─ ml.shifu.shifu.core.binning.obj.NumericalBinInfo.class - [JAR]
ml.shifu.eval
├─ ml.shifu.eval.EvalStep.class - [JAR]
ml.shifu.train
├─ ml.shifu.train.TrainStep.class - [JAR]
ml.shifu.shifu.core.alg
├─ ml.shifu.shifu.core.alg.LogisticRegressionTrainer.class - [JAR]
├─ ml.shifu.shifu.core.alg.NNTrainer.class - [JAR]
├─ ml.shifu.shifu.core.alg.SVMTrainer.class - [JAR]
├─ ml.shifu.shifu.core.alg.TensorflowTrainer.class - [JAR]
ml.shifu.shifu.util
├─ ml.shifu.shifu.util.Base64Utils.class - [JAR]
├─ ml.shifu.shifu.util.BinUtils.class - [JAR]
├─ ml.shifu.shifu.util.ByteUtils.class - [JAR]
├─ ml.shifu.shifu.util.ClassUtils.class - [JAR]
├─ ml.shifu.shifu.util.CommonUtils.class - [JAR]
├─ ml.shifu.shifu.util.Constants.class - [JAR]
├─ ml.shifu.shifu.util.Environment.class - [JAR]
├─ ml.shifu.shifu.util.ExprAnalyzer.class - [JAR]
├─ ml.shifu.shifu.util.FileSuffixPathFilter.class - [JAR]
├─ ml.shifu.shifu.util.FindKValue.class - [JAR]
├─ ml.shifu.shifu.util.GzipStreamPair.class - [JAR]
├─ ml.shifu.shifu.util.HDFSUtils.class - [JAR]
├─ ml.shifu.shifu.util.HdfsGlobalFile.class - [JAR]
├─ ml.shifu.shifu.util.HdfsPartFile.class - [JAR]
├─ ml.shifu.shifu.util.HiddenPathFilter.class - [JAR]
├─ ml.shifu.shifu.util.IndependentTreeModelUtils.class - [JAR]
├─ ml.shifu.shifu.util.JMap.class - [JAR]
├─ ml.shifu.shifu.util.JSONUtils.class - [JAR]
├─ ml.shifu.shifu.util.MapReduceUtils.class - [JAR]
├─ ml.shifu.shifu.util.ModelSpecLoaderUtils.class - [JAR]
├─ ml.shifu.shifu.util.MultiClsTagPredictor.class - [JAR]
├─ ml.shifu.shifu.util.NormalUtils.class - [JAR]
├─ ml.shifu.shifu.util.PmmlUtils.class - [JAR]
├─ ml.shifu.shifu.util.QuickSort.class - [JAR]
├─ ml.shifu.shifu.util.SizeEstimator.class - [JAR]
├─ ml.shifu.shifu.util.Tuple.class - [JAR]
├─ ml.shifu.shifu.util.ValueVisitor.class - [JAR]
ml.shifu.shifu.core.dtrain.dt.builder
├─ ml.shifu.shifu.core.dtrain.dt.builder.GBTBuilder.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.builder.RFBuilder.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.builder.TreeBuilder.class - [JAR]
ml.shifu.shifu.core.validator
├─ ml.shifu.shifu.core.validator.ModelInspector.class - [JAR]
ml.shifu.shifu.core.varselect.itsa
├─ ml.shifu.shifu.core.varselect.itsa.IteSAMaster.class - [JAR]
├─ ml.shifu.shifu.core.varselect.itsa.IteSAWorker.class - [JAR]
├─ ml.shifu.shifu.core.varselect.itsa.MasterIteSAParams.class - [JAR]
├─ ml.shifu.shifu.core.varselect.itsa.WorkerIteSAParams.class - [JAR]
ml.shifu.shifu.core.model
├─ ml.shifu.shifu.core.model.ModelSpec.class - [JAR]
ml.shifu.shifu.core.varselect
├─ ml.shifu.shifu.core.varselect.ColumnInfo.class - [JAR]
├─ ml.shifu.shifu.core.varselect.ColumnStatistics.class - [JAR]
├─ ml.shifu.shifu.core.varselect.VarSelectMapper.class - [JAR]
├─ ml.shifu.shifu.core.varselect.VarSelectReducer.class - [JAR]
ml.shifu.shifu.actor.worker
├─ ml.shifu.shifu.actor.worker.AbstractWorkerActor.class - [JAR]
├─ ml.shifu.shifu.actor.worker.DataFilterWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.DataLoadWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.DataNormalizeWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.DataPrepareWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.PostTrainWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.RunModelWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.ScoreModelWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.StatsCalculateWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.TrainDataPrepWorker.class - [JAR]
├─ ml.shifu.shifu.actor.worker.TrainModelWorker.class - [JAR]
ml.shifu.shifu.core.binning
├─ ml.shifu.shifu.core.binning.AbstractBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.AutoDynamicBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.BinningInfoWritable.class - [JAR]
├─ ml.shifu.shifu.core.binning.CategoricalBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.ColumnConfigDynamicBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.DynamicBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.EqualIntervalBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.EqualPopulationBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.MunroPatBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.NativeBinning.class - [JAR]
├─ ml.shifu.shifu.core.binning.UpdateBinningInfoMapper.class - [JAR]
├─ ml.shifu.shifu.core.binning.UpdateBinningInfoReducer.class - [JAR]
ml.shifu.shifu.udf.stats
├─ ml.shifu.shifu.udf.stats.AbstractVarStats.class - [JAR]
├─ ml.shifu.shifu.udf.stats.CategoricalVarStats.class - [JAR]
├─ ml.shifu.shifu.udf.stats.CategoryCounter.class - [JAR]
├─ ml.shifu.shifu.udf.stats.Counter.class - [JAR]
├─ ml.shifu.shifu.udf.stats.NumericCounter.class - [JAR]
├─ ml.shifu.shifu.udf.stats.NumericalVarStats.class - [JAR]
ml.shifu.shifu.core.dtrain.earlystop
├─ ml.shifu.shifu.core.dtrain.earlystop.AbstractEarlyStopStrategy.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.earlystop.ConvergeAndValidToleranceEarlyStop.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.earlystop.WindowEarlyStop.class - [JAR]
ml.shifu.init
├─ ml.shifu.init.InitStep.class - [JAR]
ml.shifu.shifu.guagua
├─ ml.shifu.shifu.guagua.GuaguaParquetMapReduceClient.class - [JAR]
├─ ml.shifu.shifu.guagua.GuaguaParquetRecordReader.class - [JAR]
├─ ml.shifu.shifu.guagua.ShifuInputFormat.class - [JAR]
├─ ml.shifu.shifu.guagua.ShifuInputSplit.class - [JAR]
ml.shifu.varsel
├─ ml.shifu.varsel.VarSelStep.class - [JAR]
ml.shifu.shifu.core.processor
├─ ml.shifu.shifu.core.processor.BasicModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.ComboModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.CreateModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.EvalModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.ExportModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.InitModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.ManageModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.ModelDataEncodeProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.NormalizeModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.PostTrainModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.Processor.class - [JAR]
├─ ml.shifu.shifu.core.processor.ShifuTestProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.StatsModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.TrainModelProcessor.class - [JAR]
├─ ml.shifu.shifu.core.processor.VarSelectModelProcessor.class - [JAR]
ml.shifu.shifu.core.eval
├─ ml.shifu.shifu.core.eval.AreaUnderCurve.class - [JAR]
├─ ml.shifu.shifu.core.eval.Fpr.class - [JAR]
├─ ml.shifu.shifu.core.eval.GainChart.class - [JAR]
├─ ml.shifu.shifu.core.eval.GainChartTemplate.class - [JAR]
├─ ml.shifu.shifu.core.eval.PerformanceExtractor.class - [JAR]
├─ ml.shifu.shifu.core.eval.Performances.class - [JAR]
├─ ml.shifu.shifu.core.eval.Precision.class - [JAR]
├─ ml.shifu.shifu.core.eval.Recall.class - [JAR]
├─ ml.shifu.shifu.core.eval.WeightedFpr.class - [JAR]
├─ ml.shifu.shifu.core.eval.WeightedPrecision.class - [JAR]
├─ ml.shifu.shifu.core.eval.WeightedRecall.class - [JAR]
ml.shifu.shifu.core.dtrain.dt
├─ ml.shifu.shifu.core.dtrain.dt.AbsoluteLoss.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.BinaryDTSerializer.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTEarlyStopDecider.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTMaster.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTMasterParams.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTOutput.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTWorker.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.DTWorkerParams.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Entropy.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.FeatureType.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.FriedmanMSE.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.GainInfo.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Gini.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.HalfGradSquaredLoss.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Impurity.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.IndependentTreeModel.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.LogLoss.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Loss.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Node.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Pair.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Predict.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.SimpleBitSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Split.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.SquaredLoss.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.TreeNode.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dt.Variance.class - [JAR]
ml.shifu.shifu.core.dvarsel.wrapper
├─ ml.shifu.shifu.core.dvarsel.wrapper.CandidateGenerator.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.wrapper.SeedCredit.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.wrapper.ValidationConductor.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.wrapper.WrapperMasterConductor.class - [JAR]
├─ ml.shifu.shifu.core.dvarsel.wrapper.WrapperWorkerConductor.class - [JAR]
ml.shifu.shifu.core.dtrain
├─ ml.shifu.shifu.core.dtrain.AssertUtils.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.CommonConstants.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.DTrainUtils.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.FeatureSubsetStrategy.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.Gradient.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.RegulationLevel.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.StringUtils.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.Weight.class - [JAR]
ml.shifu.shifu.core.dtrain.dataset
├─ ml.shifu.shifu.core.dtrain.dataset.BasicFloatMLData.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.BasicFloatMLDataPair.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.BasicFloatMLDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.BasicFloatNetwork.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.BufferedFloatDataSetIterator.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.BufferedFloatMLDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.CacheBasicFloatNetwork.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.CacheFlatNetwork.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.EncogFloatEGBFile.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.FloatFlatNetwork.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.FloatMLData.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.FloatMLDataPair.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.FloatMLDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.FloatNeuralStructure.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.MemoryDiskFloatMLDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.MemoryDiskMLDataSet.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.dataset.PersistBasicFloatNetwork.class - [JAR]
ml.shifu.shifu.core.posttrain
├─ ml.shifu.shifu.core.posttrain.FeatureImportanceMapper.class - [JAR]
├─ ml.shifu.shifu.core.posttrain.FeatureImportanceReducer.class - [JAR]
├─ ml.shifu.shifu.core.posttrain.FeatureStatsWritable.class - [JAR]
├─ ml.shifu.shifu.core.posttrain.PostTrainMapper.class - [JAR]
├─ ml.shifu.shifu.core.posttrain.PostTrainReducer.class - [JAR]
ml.shifu.norm
├─ ml.shifu.norm.NormStep.class - [JAR]
ml.shifu.shifu.core.pmml.builder.impl
├─ ml.shifu.shifu.core.pmml.builder.impl.DataDictionaryCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.MiningModelPmmlCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.MiningSchemaCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.ModelStatsCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.NNPmmlModelCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.NNSpecifCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.RegressionPmmlModelCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.RegressionSpecifCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.TreeEnsemblePmmlCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.TreeModelMiningSchemaCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.TreeModelPmmlElementCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.TreeNodePmmlElementCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.WoeLocalTransformCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.WoeZscoreLocalTransformCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.ZscoreLocalTransformCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.impl.ZscoreOneHotLocalTransformCreator.class - [JAR]
ml.shifu.shifu.core.processor.stats
├─ ml.shifu.shifu.core.processor.stats.AbstractStatsExecutor.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.AkkaStatsWorker.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.DIBStatsExecutor.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.MapReducerStatsWorker.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.MunroPatIStatsExecutor.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.MunroPatStatsExecutor.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.SPDTIStatsExecutor.class - [JAR]
├─ ml.shifu.shifu.core.processor.stats.SPDTStatsExecutor.class - [JAR]
ml.shifu.shifu.container.obj
├─ ml.shifu.shifu.container.obj.BinningMethodDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.ColumnBinning.class - [JAR]
├─ ml.shifu.shifu.container.obj.ColumnConfig.class - [JAR]
├─ ml.shifu.shifu.container.obj.ColumnStats.class - [JAR]
├─ ml.shifu.shifu.container.obj.ColumnType.class - [JAR]
├─ ml.shifu.shifu.container.obj.ComboModelTrain.class - [JAR]
├─ ml.shifu.shifu.container.obj.CorrelationDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.EvalConfig.class - [JAR]
├─ ml.shifu.shifu.container.obj.GenericModelConfig.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelBasicConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelConfig.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelNormalizeConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelSourceDataConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelStatsConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelTrainConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.ModelVarSelectConf.class - [JAR]
├─ ml.shifu.shifu.container.obj.MultipleClassificationDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.NormTypeDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.PerformanceResult.class - [JAR]
├─ ml.shifu.shifu.container.obj.PostCorrelationMetricDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.RawSourceData.class - [JAR]
├─ ml.shifu.shifu.container.obj.RunModeDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.SouceTypeDeserializer.class - [JAR]
├─ ml.shifu.shifu.container.obj.SubTrainConf.class - [JAR]
ml.shifu.shifu.core.pmml.builder.creator
├─ ml.shifu.shifu.core.pmml.builder.creator.AbstractPmmlElementCreator.class - [JAR]
├─ ml.shifu.shifu.core.pmml.builder.creator.AbstractSpecifCreator.class - [JAR]
ml.shifu.shifu.udf
├─ ml.shifu.shifu.udf.AbstractEvalUDF.class - [JAR]
├─ ml.shifu.shifu.udf.AbstractTrainerUDF.class - [JAR]
├─ ml.shifu.shifu.udf.AddColumnNumAndFilterUDF.class - [JAR]
├─ ml.shifu.shifu.udf.AddColumnNumUDF.class - [JAR]
├─ ml.shifu.shifu.udf.BaggingSubsampleUDF.class - [JAR]
├─ ml.shifu.shifu.udf.BinningDataMergeUDF.class - [JAR]
├─ ml.shifu.shifu.udf.BinningDataUDF.class - [JAR]
├─ ml.shifu.shifu.udf.BinningPartialDataUDF.class - [JAR]
├─ ml.shifu.shifu.udf.CalculateBinAvgScoreUDF.class - [JAR]
├─ ml.shifu.shifu.udf.CalculateNewStatsUDF.class - [JAR]
├─ ml.shifu.shifu.udf.CalculateReasonCodeUDF.class - [JAR]
├─ ml.shifu.shifu.udf.CalculateStatsUDF.class - [JAR]
├─ ml.shifu.shifu.udf.ColumnProjector.class - [JAR]
├─ ml.shifu.shifu.udf.ConcatLogUDF.class - [JAR]
├─ ml.shifu.shifu.udf.ConvertToUnixTimeUDF.class - [JAR]
├─ ml.shifu.shifu.udf.DataFilterUDF.class - [JAR]
├─ ml.shifu.shifu.udf.DynamicBinningUDF.class - [JAR]
├─ ml.shifu.shifu.udf.EncodeDataUDF.class - [JAR]
├─ ml.shifu.shifu.udf.EvalNormUDF.class - [JAR]
├─ ml.shifu.shifu.udf.EvalScoreUDF.class - [JAR]
├─ ml.shifu.shifu.udf.FilterBinningDataUDF.class - [JAR]
├─ ml.shifu.shifu.udf.FullScoreUDF.class - [JAR]
├─ ml.shifu.shifu.udf.GenSmallBinningInfoUDF.class - [JAR]
├─ ml.shifu.shifu.udf.GenerateDataSchema.class - [JAR]
├─ ml.shifu.shifu.udf.NormalizeParquetUDF.class - [JAR]
├─ ml.shifu.shifu.udf.NormalizeUDF.class - [JAR]
├─ ml.shifu.shifu.udf.PSICalculatorUDF.class - [JAR]
├─ ml.shifu.shifu.udf.PopulationCounterUDF.class - [JAR]
├─ ml.shifu.shifu.udf.PurifyDataUDF.class - [JAR]
├─ ml.shifu.shifu.udf.ScatterUDF.class - [JAR]
├─ ml.shifu.shifu.udf.SimpleScoreUDF.class - [JAR]
ml.shifu.shifu.core.dtrain.lr
├─ ml.shifu.shifu.core.dtrain.lr.LogisticRegressionContants.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.lr.LogisticRegressionMaster.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.lr.LogisticRegressionOutput.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.lr.LogisticRegressionParams.class - [JAR]
├─ ml.shifu.shifu.core.dtrain.lr.LogisticRegressionWorker.class - [JAR]
ml.shifu.shifu.fs
├─ ml.shifu.shifu.fs.PathFinder.class - [JAR]
├─ ml.shifu.shifu.fs.ShifuFileUtils.class - [JAR]
├─ ml.shifu.shifu.fs.SourceFile.class - [JAR]
