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    Download jmll JAR 1.4.1 with all dependencies


    Various ML methods implemented by myself and my students

    Files of the artifact jmll version 1.4.1 from the group com.expleague.

    Test

    Artifact jmll
    Group com.expleague
    Version 1.4.1
    Last update 05. May 2018
    Tags: methods students implemented myself various
    Organization not specified
    URL https://github.com/spbsu-ml-community/jmll
    License Apache License, Version 2.0
    Dependencies amount 13
    Dependencies commons, commons-cli, commons-lang3, commons-math3, gson, core, jcuda, jcublas2, jcurand, jcufft, jcusparse, xchart, jackson-module-jaxb-annotations,
    There are maybe transitive dependencies!
    There is a newer version: 1.4.9
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    Source code of jmll version 1.4.1

    META-INF
    META-INF.META-INF.MANIFEST.MF
    META-INF.maven.com.expleague.jmll
    META-INF.maven.com.expleague.jmll.META-INF.maven.com.expleague.jmll.pom.properties
    META-INF.maven.com.expleague.jmll.META-INF.maven.com.expleague.jmll.pom.xml
    com.expleague.ml
    com.expleague.ml.com.expleague.ml.BFGrid
    com.expleague.ml.com.expleague.ml.BinModelWithGrid
    com.expleague.ml.com.expleague.ml.BinOptimizedModel
    com.expleague.ml.com.expleague.ml.Binarize
    com.expleague.ml.com.expleague.ml.BlockedTargetFunc
    com.expleague.ml.com.expleague.ml.BlockwiseFuncC1
    com.expleague.ml.com.expleague.ml.CompositeTrans
    com.expleague.ml.com.expleague.ml.DynamicGridEnabled
    com.expleague.ml.com.expleague.ml.FuzzyBFGrid
    com.expleague.ml.com.expleague.ml.GridEnabled
    com.expleague.ml.com.expleague.ml.GridTools
    com.expleague.ml.com.expleague.ml.JMLLCLI
    com.expleague.ml.com.expleague.ml.ProgressHandler
    com.expleague.ml.com.expleague.ml.RankIt
    com.expleague.ml.com.expleague.ml.TargetFunc
    com.expleague.ml.com.expleague.ml.Vectorization
    com.expleague.ml.cli
    com.expleague.ml.cli.com.expleague.ml.cli.JMLLCLI
    com.expleague.ml.cli.builders.data
    com.expleague.ml.cli.builders.data.com.expleague.ml.cli.builders.data.DataBuilder
    com.expleague.ml.cli.builders.data.com.expleague.ml.cli.builders.data.PoolReader
    com.expleague.ml.cli.builders.data.com.expleague.ml.cli.builders.data.ReaderFactory
    com.expleague.ml.cli.builders.data.impl
    com.expleague.ml.cli.builders.data.impl.com.expleague.ml.cli.builders.data.impl.CatBoostPoolReader
    com.expleague.ml.cli.builders.data.impl.com.expleague.ml.cli.builders.data.impl.DataBuilderClassic
    com.expleague.ml.cli.builders.data.impl.com.expleague.ml.cli.builders.data.impl.DataBuilderCrossValidation
    com.expleague.ml.cli.builders.data.impl.com.expleague.ml.cli.builders.data.impl.PoolReaderFeatureTxt
    com.expleague.ml.cli.builders.data.impl.com.expleague.ml.cli.builders.data.impl.PoolReaderJson
    com.expleague.ml.cli.builders.methods
    com.expleague.ml.cli.builders.methods.com.expleague.ml.cli.builders.methods.MethodsBuilder
    com.expleague.ml.cli.builders.methods.grid
    com.expleague.ml.cli.builders.methods.grid.com.expleague.ml.cli.builders.methods.grid.DynamicGridBuilder
    com.expleague.ml.cli.builders.methods.grid.com.expleague.ml.cli.builders.methods.grid.GridBuilder
    com.expleague.ml.cli.builders.methods.impl
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.BootstrapOptimizationBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.FMCBoostingBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.FMWorkaroundBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GradientBoostingBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyObliviousTreeBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyObliviousTreeDynamic2Builder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyObliviousTreeDynamicBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyTDBumpyRegionBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyTDCherryRegionBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.GreedyTDRegionBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.LassoGreedyObliviousTreeBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitGradFacBootstrapBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitGradFacBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitGradFacFilterBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitGradFacSvdNBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiClassSplitOneVsRestBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiLabelConflictBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiLabelSubsetsBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.MultiLabelWrapperBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.RandomForestBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.RegGreedyObliviousTreeBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.RegionForestBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.RidgeGreedyObliviousTreeBuilder
    com.expleague.ml.cli.builders.methods.impl.com.expleague.ml.cli.builders.methods.impl.RidgeRegressionLeavesObliviousTreeBuilder
    com.expleague.ml.cli.cv
    com.expleague.ml.cli.cv.com.expleague.ml.cli.cv.FoldsEnumerator
    com.expleague.ml.cli.cv.com.expleague.ml.cli.cv.KFoldCrossValidation
    com.expleague.ml.cli.gridsearch
    com.expleague.ml.cli.gridsearch.com.expleague.ml.cli.gridsearch.GridSearch
    com.expleague.ml.cli.gridsearch.com.expleague.ml.cli.gridsearch.OptimumHolder
    com.expleague.ml.cli.gridsearch.com.expleague.ml.cli.gridsearch.ParametersExtractor
    com.expleague.ml.cli.gridsearch.com.expleague.ml.cli.gridsearch.ParametersGridEnumerator
    com.expleague.ml.cli.modes
    com.expleague.ml.cli.modes.com.expleague.ml.cli.modes.AbstractMode
    com.expleague.ml.cli.modes.com.expleague.ml.cli.modes.CliPoolReaderHelper
    com.expleague.ml.cli.modes.impl
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.Apply
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.ConvertPool
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.ConvertPoolJson2Classsic
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.ConvertPoolLibSvm
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.CreateDictionary
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.CrossValidation
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.EvaluateModel
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.Fit
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.GridSearch
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.InterpretModel
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.PrintPoolInfo
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.SplitJsonPool
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.ValidateModel
    com.expleague.ml.cli.modes.impl.com.expleague.ml.cli.modes.impl.ValidatePool
    com.expleague.ml.cli.output
    com.expleague.ml.cli.output.com.expleague.ml.cli.output.ModelWriter
    com.expleague.ml.cli.output.printers
    com.expleague.ml.cli.output.printers.com.expleague.ml.cli.output.printers.DefaultProgressPrinter
    com.expleague.ml.cli.output.printers.com.expleague.ml.cli.output.printers.HistogramPrinter
    com.expleague.ml.cli.output.printers.com.expleague.ml.cli.output.printers.MultiLabelLogitProgressPrinter
    com.expleague.ml.cli.output.printers.com.expleague.ml.cli.output.printers.MulticlassProgressPrinter
    com.expleague.ml.cli.output.printers.com.expleague.ml.cli.output.printers.ResultsPrinter
    com.expleague.ml.clustering
    com.expleague.ml.clustering.com.expleague.ml.clustering.ClusterizationAlgorithm
    com.expleague.ml.clustering.com.expleague.ml.clustering.GenericClusterizationAlgorithm
    com.expleague.ml.clustering.impl
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.ConnectedComponentOptimizer
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.ForelAlgorithm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.GenericNearestNeighborAlgoritm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.KMeansAlgorithm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.NearestCentroidAlgorithm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.NearestCentroidDRAlgorithm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.NearestNeighborAlgoritm
    com.expleague.ml.clustering.impl.com.expleague.ml.clustering.impl.NearestNeighborDRAlgorithm
    com.expleague.ml.data
    com.expleague.ml.data.com.expleague.ml.data.Aggregate
    com.expleague.ml.data.com.expleague.ml.data.DSIterator
    com.expleague.ml.data.com.expleague.ml.data.StatisticCalculator
    com.expleague.ml.data.cherry
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherryBestHolder
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherryLoss
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherryPick
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherryPointsHolder
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherryStochasticSubset
    com.expleague.ml.data.cherry.com.expleague.ml.data.cherry.CherrySubset
    com.expleague.ml.data.impl
    com.expleague.ml.data.impl.com.expleague.ml.data.impl.BinarizedDataSet
    com.expleague.ml.data.impl.com.expleague.ml.data.impl.RankedDataSet
    com.expleague.ml.data.set
    com.expleague.ml.data.set.com.expleague.ml.data.set.DataSet
    com.expleague.ml.data.set.com.expleague.ml.data.set.VecDataSet
    com.expleague.ml.data.set.impl
    com.expleague.ml.data.set.impl.com.expleague.ml.data.set.impl.VecDataSetImpl
    com.expleague.ml.data.softBorders
    com.expleague.ml.data.softBorders.com.expleague.ml.data.softBorders.GibbsExpWeightedPermutationsWalker
    com.expleague.ml.data.softBorders.com.expleague.ml.data.softBorders.Sampler
    com.expleague.ml.data.stats
    com.expleague.ml.data.stats.com.expleague.ml.data.stats.OrderByFeature
    com.expleague.ml.data.tools
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.BinModelBuilder
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.BinarySaver
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.CatBoostPoolDescription
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.CatboostPool
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.CsvRow
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.DataTools
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.DynamicBinModelBuilder
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.FakePool
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.FeaturesTxtPool
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.HierTools
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.MCTools
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.MultiLabelTools
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.Pool
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.PoolBuilder
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.PoolByRowsBuilder
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.SmallPoolReader
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.SubPool
    com.expleague.ml.data.tools.com.expleague.ml.data.tools.WritableCsvRow
    com.expleague.ml.dynamicGrid
    com.expleague.ml.dynamicGrid.com.expleague.ml.dynamicGrid.AggregateDynamic
    com.expleague.ml.dynamicGrid.impl
    com.expleague.ml.dynamicGrid.impl.com.expleague.ml.dynamicGrid.impl.BFDynamicGrid
    com.expleague.ml.dynamicGrid.impl.com.expleague.ml.dynamicGrid.impl.BinarizedDynamicDataSet
    com.expleague.ml.dynamicGrid.impl.com.expleague.ml.dynamicGrid.impl.BinaryFeatureImpl
    com.expleague.ml.dynamicGrid.impl.com.expleague.ml.dynamicGrid.impl.MedianRow
    com.expleague.ml.dynamicGrid.impl.com.expleague.ml.dynamicGrid.impl.StaticRow
    com.expleague.ml.dynamicGrid.interfaces
    com.expleague.ml.dynamicGrid.interfaces.com.expleague.ml.dynamicGrid.interfaces.BinaryFeature
    com.expleague.ml.dynamicGrid.interfaces.com.expleague.ml.dynamicGrid.interfaces.DynamicGrid
    com.expleague.ml.dynamicGrid.interfaces.com.expleague.ml.dynamicGrid.interfaces.DynamicRow
    com.expleague.ml.dynamicGrid.models
    com.expleague.ml.dynamicGrid.models.com.expleague.ml.dynamicGrid.models.BinDynamicOptimizedModel
    com.expleague.ml.dynamicGrid.models.com.expleague.ml.dynamicGrid.models.ObliviousTreeDynamicBin
    com.expleague.ml.dynamicGrid.trees
    com.expleague.ml.dynamicGrid.trees.com.expleague.ml.dynamicGrid.trees.BFDynamicOptimizationSubset
    com.expleague.ml.dynamicGrid.trees.com.expleague.ml.dynamicGrid.trees.GreedyObliviousTreeDynamic
    com.expleague.ml.dynamicGrid.trees.com.expleague.ml.dynamicGrid.trees.GreedyObliviousTreeDynamic2
    com.expleague.ml.factorization
    com.expleague.ml.factorization.com.expleague.ml.factorization.Factorization
    com.expleague.ml.factorization.impl
    com.expleague.ml.factorization.impl.com.expleague.ml.factorization.impl.ALS
    com.expleague.ml.factorization.impl.com.expleague.ml.factorization.impl.ElasticNetFactorization
    com.expleague.ml.factorization.impl.com.expleague.ml.factorization.impl.SVDAdapterEjml
    com.expleague.ml.factorization.impl.com.expleague.ml.factorization.impl.StochasticALS
    com.expleague.ml.func
    com.expleague.ml.func.com.expleague.ml.func.BiasedLinear
    com.expleague.ml.func.com.expleague.ml.func.Ensemble
    com.expleague.ml.func.com.expleague.ml.func.FuncEnsemble
    com.expleague.ml.func.com.expleague.ml.func.FuncJoin
    com.expleague.ml.func.com.expleague.ml.func.Linear
    com.expleague.ml.func.com.expleague.ml.func.NormalizedLinear
    com.expleague.ml.func.com.expleague.ml.func.ReguralizerFunc
    com.expleague.ml.func.com.expleague.ml.func.ScaledFunc
    com.expleague.ml.func.com.expleague.ml.func.ScaledVectorFunc
    com.expleague.ml.func.com.expleague.ml.func.TransJoin
    com.expleague.ml.func.generic
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.ChainProbSum
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Const
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.ElementaryFunc
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Identity
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Log
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.LogSoftMax
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Logit
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.MultiLogit
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.ParallelFunc
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Pow
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.ReLU
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Sigmoid
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.SubVecFuncC1
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Sum
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.SumSigmoid
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.Tanh
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.WMultiLogit
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.WSum
    com.expleague.ml.func.generic.com.expleague.ml.func.generic.WSumSigmoid
    com.expleague.ml.io
    com.expleague.ml.io.com.expleague.ml.io.AlphabetConversionPack
    com.expleague.ml.io.com.expleague.ml.io.BFGridStringConverter
    com.expleague.ml.io.com.expleague.ml.io.DynamicGridStringConverter
    com.expleague.ml.io.com.expleague.ml.io.EnsembleModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.FMModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.FuncEnsembleConversionPack
    com.expleague.ml.io.com.expleague.ml.io.FuncJoinConversionPack
    com.expleague.ml.io.com.expleague.ml.io.HMMConversionPack
    com.expleague.ml.io.com.expleague.ml.io.JoinedBinClassModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.JoinedProbsModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.ModelsSerializationRepository
    com.expleague.ml.io.com.expleague.ml.io.MultiClassModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.MultiLabelBinarizedModelConversionPack
    com.expleague.ml.io.com.expleague.ml.io.ObliviousMultiClassTreeConversionPack
    com.expleague.ml.io.com.expleague.ml.io.ObliviousTreeConversionPack
    com.expleague.ml.io.com.expleague.ml.io.ObliviousTreeDynamicBinConversionPack
    com.expleague.ml.io.com.expleague.ml.io.RegionConversionPack
    com.expleague.ml.io.com.expleague.ml.io.TransJoinConversionPack
    com.expleague.ml.loss
    com.expleague.ml.loss.com.expleague.ml.loss.AUCLogit
    com.expleague.ml.loss.com.expleague.ml.loss.CELogit
    com.expleague.ml.loss.com.expleague.ml.loss.ChooseComplimentLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.CombL2
    com.expleague.ml.loss.com.expleague.ml.loss.ComplementLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.CompositeFunc
    com.expleague.ml.loss.com.expleague.ml.loss.CorrL2
    com.expleague.ml.loss.com.expleague.ml.loss.CrossEntropy
    com.expleague.ml.loss.com.expleague.ml.loss.DSSumFunc
    com.expleague.ml.loss.com.expleague.ml.loss.DSSumFuncC1
    com.expleague.ml.loss.com.expleague.ml.loss.DSSumFuncComposite
    com.expleague.ml.loss.com.expleague.ml.loss.ExclusiveComplementLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.F1Logit
    com.expleague.ml.loss.com.expleague.ml.loss.FBetaLogit
    com.expleague.ml.loss.com.expleague.ml.loss.L2
    com.expleague.ml.loss.com.expleague.ml.loss.L2GreedyTDRegion
    com.expleague.ml.loss.com.expleague.ml.loss.L2Reg
    com.expleague.ml.loss.com.expleague.ml.loss.LL
    com.expleague.ml.loss.com.expleague.ml.loss.LLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.LLX2
    com.expleague.ml.loss.com.expleague.ml.loss.LOOL2
    com.expleague.ml.loss.com.expleague.ml.loss.LogL2
    com.expleague.ml.loss.com.expleague.ml.loss.MLL
    com.expleague.ml.loss.com.expleague.ml.loss.MLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.PLogit
    com.expleague.ml.loss.com.expleague.ml.loss.RLogit
    com.expleague.ml.loss.com.expleague.ml.loss.SatL2
    com.expleague.ml.loss.com.expleague.ml.loss.ShiftedL2
    com.expleague.ml.loss.com.expleague.ml.loss.ShiftedLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.StatBasedLoss
    com.expleague.ml.loss.com.expleague.ml.loss.WeightedL2
    com.expleague.ml.loss.com.expleague.ml.loss.WeightedLLLogit
    com.expleague.ml.loss.com.expleague.ml.loss.WeightedLoss
    com.expleague.ml.loss.blockwise
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    com.expleague.ml.models.nn
    com.expleague.ml.models.nn.com.expleague.ml.models.nn.ConvNet
    com.expleague.ml.models.nn.com.expleague.ml.models.nn.Identity
    com.expleague.ml.models.nn.com.expleague.ml.models.nn.NetworkBuilder
    com.expleague.ml.models.nn.com.expleague.ml.models.nn.NeuralNetwork
    com.expleague.ml.models.nn.com.expleague.ml.models.nn.NeuralSpider
    com.expleague.ml.models.nn.layers
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.ConstFiller
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.ConstSizeInput
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.ConstSizeInput3D
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.ConvLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.FCLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.Filler
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.FillerType
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.InputLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.Layer
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.Layer3D
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.LayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.MergeLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.NormalFiller
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.OneOutLayer
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.OutputLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.PoolLayerBuilder
    com.expleague.ml.models.nn.layers.com.expleague.ml.models.nn.layers.XavierFiller
    com.expleague.ml.models.nn.nodes
    com.expleague.ml.models.nn.nodes.com.expleague.ml.models.nn.nodes.ConvNode
    com.expleague.ml.models.nn.nodes.com.expleague.ml.models.nn.nodes.FCNode
    com.expleague.ml.models.nn.nodes.com.expleague.ml.models.nn.nodes.InputNode
    com.expleague.ml.models.nn.nodes.com.expleague.ml.models.nn.nodes.PoolNode
    com.expleague.ml.models.pgm
    com.expleague.ml.models.pgm.com.expleague.ml.models.pgm.CompositePGM
    com.expleague.ml.models.pgm.com.expleague.ml.models.pgm.ProbabilisticGraphicalModel
    com.expleague.ml.models.pgm.com.expleague.ml.models.pgm.Route
    com.expleague.ml.models.pgm.com.expleague.ml.models.pgm.SimplePGM
    com.expleague.ml.optimization
    com.expleague.ml.optimization.com.expleague.ml.optimization.FuncConvex
    com.expleague.ml.optimization.com.expleague.ml.optimization.Optimize
    com.expleague.ml.optimization.com.expleague.ml.optimization.PDQuadraticFunction
    com.expleague.ml.optimization.com.expleague.ml.optimization.StochasticGradientDescent
    com.expleague.ml.optimization.com.expleague.ml.optimization.TensorNetFunction
    com.expleague.ml.optimization.com.expleague.ml.optimization.UniformReguralizer
    com.expleague.ml.optimization.impl
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.AdamDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.FlexStepDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.FullGradientDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.GradientDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.MagicDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.Nesterov1
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.Nesterov2
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.OnlineDescent
    com.expleague.ml.optimization.impl.com.expleague.ml.optimization.impl.SAGADescent
    com.expleague.ml.optimization.tools
    com.expleague.ml.optimization.tools.com.expleague.ml.optimization.tools.QuadrFormTransformer




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