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jml-master
jmll-master
experiments
src
main
java
com
spbsu
bernulli
EM.java
FittedModel.java
Learner.java
MCMCBernoulliMixture
BernoulliPrior.java
LLPrior.java
MCMCBernoulliEstimation.java
UniformPrior.java
Mixture.java
MixtureObservations.java
Multinomial.java
StochasticSearch.java
betaBinomialMixture
BetaBinomialMixture.java
BetaBinomialMixtureEM.java
RegularizedBetaBinomialMixtureEM.java
caches
BetaCache.java
Digamma1Cache.java
DigammaCache.java
naiveMixture
BernoulliMixtureEM.java
NaiveMixture.java
crawl
GameProcess.java
StartCrawl.java
WSEndpoint.java
bl
Event.java
GameSession.java
Hero.java
Mob.java
crawlSystemView
HeroView.java
InventoryView.java
MapView.java
MobsListener.java
MobsView.java
PlayerActionView.java
StatusView.java
Subscribable.java
SystemView.java
events
HeroListener.java
InventoryListener.java
MapListener.java
PlayerActionListener.java
StatusListener.java
SystemViewListener.java
helpers
CategoricalFeaturesMap.java
CodeSet.java
map
CrawlGameSessionMap.java
Layer.java
Position.java
PositionManager.java
TerrainType.java
data
Command.java
Message.java
Protocol.java
impl
CoordinateMessage.java
FlavourMessage.java
InputCommandMessage.java
InputModeMessage.java
KeyCode.java
KeyCommand.java
KeyMessage.java
MonsterInfoMessage.java
PackedCellMessage.java
PackedUnsignedLong.java
PlayerInfoMessage.java
UpdateMapCellMessage.java
UpdateMapMessage.java
system
EmptyFieldsDefault.java
GameEnded.java
GameStarted.java
GoLobbyMessage.java
IgnoreMessage.java
LobbyComplete.java
LoginMessage.java
LoginSuccessMessage.java
MenuMessage.java
PingCommand.java
PongMessage.java
RegisterMessage.java
SetGameLinks.java
StartGameMessage.java
StartSpectateMessage.java
UpdateMenuMessage.java
learning
FeaturesBuilder.java
HeroFeaturesBuilder.java
InventoryFeaturesBuilder.java
LearnDataBuilder.java
State.java
StatusFeaturesBuilder.java
features
CategoricalFeature.java
Feature.java
NumericalFeature.java
sessions
WeightedRandomWalkGameSession.java
utils
GenerateCppEnumWriter.java
direct
BroadMatch.java
gen
SimpleGenerativeModel.java
WordGenProbabilityProvider.java
exp
modelexp
Experiment.java
Model.java
Query.java
Setup.java
Stat.java
User.java
managers
SerpManager.java
WizardManager.java
setup
SimpleExclusive.java
users
FeedbackUser.java
UniformUser.java
UserFactory.java
multiclass
spoc
GreedyCML.java
RunnerECOC.java
SearchAvaliableMxMath.java
SearchMCGreedyAllParams.java
SearchMCMathAllParams.java
SearchMCParams.java
full
mx
bruteforce
FullMatrixLearning.java
optimization
ECOCMulticlass.java
SeparatedMLLLogit.java
tools
FeatureFrequency.java
Runner.java
region
ExperimentsRunner.java
wiki
CreateWikiCharDict.java
test
java
com
spbsu
exp
BernoulliTest.java
DispersionTest.java
Java8ParallelStreamsTest.java
PGMEMLogDataTest.java
StreamsBenchmark.java
multiclass
DiplomaGradFacTest.java
ECOCComboTest.java
GradFacTest.java
HierClassTests.java
SPOCMethodTest.java
weak
CustomWeakBinClass.java
CustomWeakMultiClass.java
ml
src
main
java
com
spbsu
ml
BFGrid.java
BinModelWithGrid.java
BinOptimizedModel.java
Binarize.java
BlockedTargetFunc.java
BlockwiseFuncC1.java
CompositeTrans.java
DynamicGridEnabled.java
GridEnabled.java
GridTools.java
JMLLCLI.java
ProgressHandler.java
RankIt.java
TargetFunc.java
Vectorization.java
cli
JMLLCLI.java
builders
data
DataBuilder.java
impl
DataBuilderClassic.java
DataBuilderCrossValidation.java
methods
MethodsBuilder.java
grid
DynamicGridBuilder.java
GridBuilder.java
impl
BootstrapOptimizationBuilder.java
FMWorkaroundBuilder.java
GradientBoostingBuilder.java
GreedyObliviousTreeBuilder.java
GreedyObliviousTreeDynamic2Builder.java
GreedyObliviousTreeDynamicBuilder.java
GreedyTDBumpyRegionBuilder.java
GreedyTDCherryRegionBuilder.java
GreedyTDRegionBuilder.java
LassoGreedyObliviousTreeBuilder.java
MultiClassSplitBuilder.java
MultiClassSplitGradFacBootstrapBuilder.java
MultiClassSplitGradFacBuilder.java
MultiClassSplitGradFacFilterBuilder.java
MultiClassSplitGradFacSvdNBuilder.java
MultiClassSplitOneVsRestBuilder.java
MultiLabelConflictBuilder.java
MultiLabelSubsetsBuilder.java
MultiLabelWrapperBuilder.java
RandomForestBuilder.java
RegionForestBuilder.java
RidgeGreedyObliviousTreeBuilder.java
RidgeRegressionLeavesObliviousTreeBuilder.java
cv
FoldsEnumerator.java
KFoldCrossValidation.java
gridsearch
GridSearch.java
OptimumHolder.java
ParametersExtractor.java
ParametersGridEnumerator.java
modes
AbstractMode.java
impl
Apply.java
ConvertPool.java
ConvertPoolJson2Classsic.java
ConvertPoolLibSvm.java
CrossValidation.java
Fit.java
GridSearch.java
PrintPoolInfo.java
SplitJsonPool.java
ValidateModel.java
ValidatePool.java
output
ModelWriter.java
printers
DefaultProgressPrinter.java
HistogramPrinter.java
MultiLabelLogitProgressPrinter.java
MulticlassProgressPrinter.java
ResultsPrinter.java
clustering
ClusterizationAlgorithm.java
GenericClusterizationAlgorithm.java
impl
ConnectedComponentOptimizer.java
ForelAlgorithm.java
GenericNearestNeighborAlgoritm.java
KMeansAlgorithm.java
NearestCentroidAlgorithm.java
NearestCentroidDRAlgorithm.java
NearestNeighborAlgoritm.java
NearestNeighborDRAlgorithm.java
cuda
CudaException.java
JCublasHelper.java
JCudaConstants.java
JCudaHelper.java
JCudaMemory.java
JCurandHelper.java
data
ArrayBased.java
impl
FloatMatrix.java
FloatVector.java
root
array
VectorScale.java
nn
Dropout.java
data
Aggregate.java
DSIterator.java
StatisticCalculator.java
cherry
CherryBestHolder.java
CherryLoss.java
CherryPick.java
CherryPointsHolder.java
CherryStochasticSubset.java
CherrySubset.java
impl
BinarizedDataSet.java
RankedDataSet.java
set
DataSet.java
VecDataSet.java
impl
VecDataSetImpl.java
softBorders
GibbsExpWeightedPermutationsWalker.java
Sampler.java
stats
OrderByFeature.java
tools
BinModelBuilder.java
BinarySaver.java
DataTools.java
DynamicBinModelBuilder.java
FakePool.java
FeaturesTxtPool.java
HierTools.java
MCTools.java
MultiLabelTools.java
Pool.java
PoolBuilder.java
PoolByRowsBuilder.java
SmallPoolReader.java
SubPool.java
dynamicGrid
AggregateDynamic.java
impl
BFDynamicGrid.java
BinarizedDynamicDataSet.java
BinaryFeatureImpl.java
MedianRow.java
StaticRow.java
interfaces
BinaryFeature.java
DynamicGrid.java
DynamicRow.java
models
BinDynamicOptimizedModel.java
ObliviousTreeDynamicBin.java
trees
BFDynamicOptimizationSubset.java
GreedyObliviousTreeDynamic.java
GreedyObliviousTreeDynamic2.java
factorization
Factorization.java
impl
ALS.java
ElasticNetFactorization.java
SVDAdapterEjml.java
StochasticALS.java
func
BiasedLinear.java
Ensemble.java
FuncEnsemble.java
FuncJoin.java
Linear.java
NormalizedLinear.java
ScaledFunc.java
TransJoin.java
generic
ChainProbSum.java
Const.java
ElementaryFunc.java
Identity.java
Log.java
Logit.java
MultiLogit.java
ParallelFunc.java
Pow.java
ReLU.java
Sigmoid.java
SubVecFuncC1.java
Sum.java
SumSigmoid.java
WMultiLogit.java
WSum.java
WSumSigmoid.java
io
BFGridStringConverter.java
DynamicGridStringConverter.java
EnsembleModelConversionPack.java
FMModelConversionPack.java
FuncEnsembleConversionPack.java
FuncJoinConversionPack.java
JoinedBinClassModelConversionPack.java
JoinedProbsModelConversionPack.java
ModelsSerializationRepository.java
MultiClassModelConversionPack.java
MultiLabelBinarizedModelConversionPack.java
ObliviousMultiClassTreeConversionPack.java
ObliviousTreeConversionPack.java
ObliviousTreeDynamicBinConversionPack.java
RegionConversionPack.java
TransJoinConversionPack.java
loss
CELogit.java
ChooseComplimentLLLogit.java
CombL2.java
ComplementLLLogit.java
CompositeFunc.java
CorrL2.java
DSSumFunc.java
DSSumFuncC1.java
DSSumFuncComposite.java
ExclusiveComplementLLLogit.java
F1Logit.java
FBetaLogit.java
L2.java
L2GreedyTDRegion.java
L2Reg.java
LL.java
LLLogit.java
LLX2.java
LOOL2.java
LogL2.java
MLL.java
MLLLogit.java
PLogit.java
RLogit.java
SatL2.java
ShiftedL2.java
ShiftedLLLogit.java
StatBasedLoss.java
WeightedL2.java
WeightedLLLogit.java
WeightedLoss.java
blockwise
BlockwiseL2.java
BlockwiseMLLLogit.java
BlockwiseMultiLabelLogit.java
BlockwiseSatL2.java
BlockwiseStatBasedLoss.java
BlockwiseWeightedLoss.java
multiclass
ClassicMulticlassLoss.java
MCMacroF1Score.java
MCMacroPrecision.java
MCMacroRecall.java
MCMicroF1Score.java
MCMicroPrecision.java
MCMicroRecall.java
util
ConfusionMatrix.java
MultilabelConfusionMatrix.java
MultilabelExampleTableOutput.java
MultilabelThresholdPrecisionMatrix.java
multilabel
ClassicMultiLabelLoss.java
MultiLabelExactMatch.java
MultiLabelHammingLoss.java
MultiLabelMacroFScore.java
MultiLabelMicroFScore.java
MultiLabelOVRLogit.java
meta
DSItem.java
DataSetMeta.java
FeatureMeta.java
PoolFeatureMeta.java
TargetMeta.java
impl
FeatureMetaImpl.java
JsonDataSetMeta.java
JsonFeatureMeta.java
JsonTargetMeta.java
PoolFeatureMetaImpl.java
TargetFeatureImpl.java
fake
FakeFeatureMeta.java
FakeTargetMeta.java
items
FakeItem.java
FocusItem.java
QURLItem.java
ViewportAnswersWeighting.java
methods
BootstrapOptimization.java
ElasticNetMethod.java
FMTrainingWorkaround.java
GradientBoosting.java
LARSMethod.java
LASSOMethod.java
LassoGradientBoosting.java
LassoRegionsForest.java
MTA.java
MultiClass.java
MultipleVecOptimization.java
Optimization.java
PGMEM.java
RandomForest.java
SeqOptimization.java
StochasticGradientDescent.java
VecOptimization.java
greedyMergeOptimization
GreedyMergePick.java
MergeOptimization.java
ModelComparators.java
RegularizedLoss.java
RegularizedLossComparator.java
greedyRegion
AdditiveStatisticsExtractors.java
BFOptimizationRegion.java
BFWeakConditionsOptimizationRegion.java
BFWeakConditionsStochasticOptimizationRegion.java
BinaryRegion.java
GreedyPolynomialExponentRegion.java
GreedyRegion.java
GreedyTDBumpyRegion.java
GreedyTDIterativeRegion.java
GreedyTDLinearRegion.java
GreedyTDRegion.java
GreedyTDRegionNonStochasticProbs.java
GreedyTDWeakRegionMTA.java
RegionBasedOptimization.java
RegionForest.java
cherry
GreedyTDCherryRegion.java
OutLoss.java
OutLoss2.java
OutLoss3.java
cnfMergeOptimization
CherryOptimizationSubset.java
CherryOptimizationSubsetMerger.java
GreedyMergedRegion.java
ModelComplexityCalcer.java
linearRegressionExperiments
EmpericalBayesRidgeRegression.java
MultipleEbsRidgeRegression.java
MultipleLeastAngle.java
MultipleRidgeRegression.java
MultipleValidationRidgeRegression.java
RidgeRegression.java
RidgeRegressionCache.java
ValidationRidgeRegression.java
WeakLeastAngle.java
multiclass
MultiClassOneVsRest.java
gradfac
FMCBoosting.java
GradFacBootstrapMulticlass.java
GradFacFilterMulticlass.java
GradFacMulticlass.java
GradFacSvdNMulticlass.java
MultiClassColumnBootstrapOptimization.java
hierarchical
HierarchicalClassification.java
HierarchicalRefinedClassification.java
spoc
AbstractCodingMatrixLearning.java
CMLHelper.java
CMLMetricOptimization.java
ECOCCombo.java
SPOCMethodClassic.java
SPOCMethodProbsDecoder.java
impl
CodingMatrixLearning.java
CodingMatrixLearningGreedy.java
CodingMatrixLearningGreedyParallels.java
multilabel
MultiLabelConflictMulticlass.java
MultiLabelSubsetsMulticlass.java
rvm
RVM.java
RVMCache.java
trees
BFOptimizationSubset.java
GreedyContinuesObliviousSoftBondariesRegressionTree.java
GreedyExponentialObliviousTree.java
GreedyLeastAngleObliviousTrees.java
GreedyObliviousTree.java
GreedyObliviousTreeValidationRidgeLeaves.java
GreedyObliviousTreeWithVecOptimizationLeaves.java
GreedyObliviousTreeWithWeakLearner.java
LassoGreedyObliviousTree.java
MutedFeatureObliviousTreeEnsemble.java
RidgeGreedyObliviousTree.java
wrappers
MultiLabelWrapper.java
MultiMethodOptimization.java
models
BumpyRegion.java
CNF.java
CherryRegion.java
ContinousObliviousTree.java
ExponentialObliviousTree.java
FMModel.java
LinearRegion.java
ModelTools.java
MultiClassModel.java
ObliviousMultiClassTree.java
ObliviousTree.java
PolynomialExponentRegion.java
QuadraticModel.java
Region.java
RegionBase.java
ShifftedTrans.java
TransObliviousTree.java
gpf
AttractivenessModel.java
ClickProbabilityModel.java
GPFGbrtModel.java
GPFGbrtOptimization.java
GPFLinearModel.java
GPFLinearOptimization.java
GPFModel.java
Session.java
Tensor3.java
Tensor4.java
weblogmodel
BlockV1.java
SessionV1AttractivenessModel.java
WebLogV1ClickProbabilityModel.java
WebLogV1GPFSession.java
multiclass
HierarchicalModel.java
JoinedBinClassModel.java
JoinedProbsModel.java
MCModel.java
MultiClass2BinaryModel.java
MulticlassCodingMatrixModel.java
MulticlassCodingMatrixModelProbsDecoder.java
multilabel
ConflictThresholdMultiLabelModel.java
MultiLabelBinarizedModel.java
MultiLabelModel.java
MultiLabelSubsetsModel.java
ThresholdProbsMultiLabelModel.java
nn
LayeredNetwork.java
NeuralSpider.java
nfa
InputNode.java
NFANetwork.java
NFATopology.java
NonDeterminedNode.java
OutputNode.java
WeightsCalculator.java
pgm
CompositePGM.java
ProbabilisticGraphicalModel.java
Route.java
SimplePGM.java
optimization
FuncConvex.java
Optimize.java
PDQuadraticFunction.java
StochasticGradientDescent.java
TensorNetFunction.java
impl
FlexStepDescent.java
GradientDescent.java
MagicDescent.java
Nesterov1.java
Nesterov2.java
tools
QuadrFormTransformer.java
test
java
com
spbsu
ml
BlockwiseTest.java
DataToolsTest.java
GridTest.java
HierToolsTests.java
MethodsTests.java
ModelsTest.java
NNTest.java
OptimizersTest.java
ScorePrinter.java
SerializationTest.java
TwoStepBlenderLearning.java
cli
cv
FoldsEnumeratorTest.java
cuda
Charts.java
JCublasHelperTest.java
JCudaMemoryTest.java
JCurandHelperTest.java
data
impl
FloatMatrixTest.java
FloatVectorTest.java
root
array
VectorScaleTest.java
nn
DropoutTest.java
data
tools
MCToolsTest.java
methods
rvm
RVMTest.java
models
gpf
GPFGbrtTest.java
GPFLinearTest.java
optimization
TensorNetFuncTest.java
testUtils
TestResourceLoader.java
tests
src
com
spbsu
ml
ModelsTest.java
PGMEMTest.java
package com.spbsu.bernulli; public interface Learner<Model> { FittedModel<Model> fit(); }