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–
deprecated
com
com.tencent
com.tencent.angel
com.tencent.angel.ml
com.tencent.angel.ml.classification
(class)
DeepFM
(class)
FactorizationMachines
(class)
LogisticRegression
(class)
MixedLogisticRegression
(class)
NeuralFactorizationMachines
(class)
ProductNeuralNetwork
(class)
SoftmaxRegression
(class)
SupportVectorMachine
(class)
WideAndDeep
com.tencent.angel.ml.clustering
com.tencent.angel.ml.clustering.kmeans
(class)
KMeansLearner
(object)
(class)
KMeansModel
(class)
KMeansPredictTask
(case class)
KMeansResult
(object)
(class)
KMeansRunner
(class)
KMeansTrainTask
com.tencent.angel.ml.core
(class)
MLLearner
(trait)
MLRunner
(class)
PredictTask
(class)
TrainTask
com.tencent.angel.ml.core.conf
(object)
(class)
MLConf
(object)
(class)
SharedConf
com.tencent.angel.ml.core.graphsubmit
(class)
GraphLearner
(object)
(class)
GraphModel
(case class)
GraphPredictResult
(class)
GraphPredictTask
(class)
GraphRunner
(class)
GraphTrainTask
(case class)
SoftmaxPredictResult
com.tencent.angel.ml.core.network
com.tencent.angel.ml.core.network.layers
(class)
AngelGraph
(class)
InputLayer
(class)
JoinLayer
(class)
Layer
(class)
LinearLayer
(trait)
LossLayer
(class)
PlaceHolder
(object)
STATUS
(class)
TimeStats
(trait)
Trainable
com.tencent.angel.ml.core.network.layers.join
(class)
ConcatLayer
(class)
DotPooling
(class)
MulPooling
(class)
SumPooling
com.tencent.angel.ml.core.network.layers.linear
(class)
BiInnerCross
(class)
BiInnerSumCross
(class)
BiInteractionCross
(class)
BiOutterCross
(class)
FCLayer
com.tencent.angel.ml.core.network.layers.verge
(class)
Embedding
(class)
SimpleInputLayer
(class)
SimpleLossLayer
com.tencent.angel.ml.core.network.transfunc
(class)
Dropout
(class)
Identity
(class)
Relu
(class)
Sigmoid
(class)
SigmoidWithDropout
(class)
Softmax
(class)
Tanh
(class)
TanhWithDropout
(trait)
TransFunc
com.tencent.angel.ml.core.optimizer
(class)
AdaDelta
(class)
AdaGrad
(class)
Adam
(class)
FTRL
(class)
Momentum
(class)
Optimizer
(object)
OptUtils
(class)
SGD
com.tencent.angel.ml.core.optimizer.decayer
(class)
ConstantLearningRate
(class)
CorrectionDecay
(class)
StandardDecay
(object)
(trait)
StepSizeScheduler
(class)
WarmRestarts
com.tencent.angel.ml.core.optimizer.loss
(class)
CrossEntropyLoss
(class)
HingeLoss
(class)
HuberLoss
(class)
L2Loss
(class)
LogLoss
(trait)
LossFunc
(class)
SoftmaxLoss
com.tencent.angel.ml.core.utils
(class)
AddOneTrans
(object)
(class)
DataParser
(case class)
DenseDataParser
(case class)
DummyDataParser
(object)
HDFSUtils
(class)
JCompressUtils
(case class)
LibSVMDataParser
(class)
Maths
(object)
NetUtils
(class)
NoTrans
(class)
PosNegTrans
(object)
PSMatrixUtils
(object)
ReflectionUtils
(class)
SubOneTrans
(object)
(trait)
TransLabel
(class)
ValidationUtils
(class)
ZeroOneTrans
com.tencent.angel.ml.core.utils.paramsutils
(case class)
AdaDeltaParams
(case class)
AdaGradParams
(case class)
AdamParams
(case class)
CrossLayerParams
(object)
(class)
DataParams
(case class)
DropoutTransFuncParams
(case class)
EmbeddingParams
(case class)
FCLayerParams
(case class)
FTRLParams
(case class)
HuberLossParams
(case class)
InputLayerParams
(case class)
JoinLayerParams
(object)
JsonUtils
(object)
(class)
LayerParams
(object)
(class)
LossFuncParams
(case class)
LossLayerParams
(object)
(class)
ModelParams
(case class)
MomentumParams
(object)
(class)
OptParams
(object)
ParamKeys
(object)
(class)
TrainParams
(object)
(class)
TransFuncParams
com.tencent.angel.ml.GBDT
(class)
GBDTLearner
(object)
(class)
GBDTModel
(case class)
GBDTPredictResult
(class)
GBDTPredictTask
(class)
GBDTRunner
(class)
GBDTTrainTask
com.tencent.angel.ml.GBDT.algo
(class)
AfterSplitThread
(class)
FeatureMeta
(class)
GBDTController
(class)
GBDTPhase
(class)
GradHistThread
(class)
HistCalThread
(class)
HistSubThread
com.tencent.angel.ml.GBDT.algo.RegTree
(class)
GradHistHelper
(class)
GradPair
(class)
GradStats
(class)
RegTDataStore
(class)
RegTNodeStat
(class)
RegTree
com.tencent.angel.ml.GBDT.algo.sketch
(class)
HeapQuantileSketch
(class)
QuantileSketchException
(class)
SketchUtils
com.tencent.angel.ml.GBDT.algo.tree
(class)
SplitEntry
(class)
TAvgDisSplit
(class)
TNode
(class)
Tree
(class)
TYahooSketchSplit
com.tencent.angel.ml.GBDT.metric
(class)
ErrorEvalMetric
(trait)
EvalMetric
(class)
LogErrorMetric
(class)
LogLossMetric
(class)
MAEMetric
(class)
MultiErrorMetric
(class)
RMSEMetric
com.tencent.angel.ml.GBDT.objective
(class)
Loss
(trait)
LossHelper
(trait)
ObjFunc
(class)
RegLossObj
(class)
SoftmaxMultiClassObj
com.tencent.angel.ml.GBDT.param
(class)
GBDTParam
(class)
RegTParam
(trait)
TrainParam
(class)
TreeParam
com.tencent.angel.ml.GBDT.psf
(class)
GBDTGradHistGetRowFunc
(class)
GBDTGradHistGetRowResult
(class)
HistAggrParam
com.tencent.angel.ml.lda
(class)
LDAIncTask
(class)
LDALearner
(object)
(class)
LDAModel
(class)
LDAPredictTask
(class)
LDARunner
(class)
LDATrainTask
com.tencent.angel.ml.lda.algo
(class)
BinarySearch
(class)
CSRTokens
(class)
Document
(class)
Sampler
com.tencent.angel.ml.lda.algo.structures
(class)
FTree
(class)
I2ITranverseMap
(class)
IntTraverseHashMap
(class)
S2BTightTraverseMap
(class)
S2BTraverseMap
(class)
S2ITraverseMap
(class)
S2STightTraverseMap
(class)
S2STraverseMap
(class)
ShortTraverseHashMap
(class)
TraverseHashMap
com.tencent.angel.ml.lda.psf
(class)
ColumnGetResult
(class)
CSRPartUpdateParam
(class)
GetColumnFunc
(class)
GetColumnParam
(class)
GetPartFunc
(class)
LikelihoodFunc
(class)
LikelihoodParam
(class)
PartColumnResult
(class)
PartCSRResult
(class)
ResetFunc
(class)
UpdatePartFunc
com.tencent.angel.ml.psf
com.tencent.angel.ml.psf.columns
(class)
GetColsFunc
(class)
GetColsParam
(class)
GetColsResult
(class)
PartitionGetColsParam
(class)
PartitionGetColsResult
(class)
PartitionUpdateColsParam
(class)
UpdateColsFunc
(class)
UpdateColsParam
com.tencent.angel.ml.psf.compress
(class)
QuantifyDoubleFunc
(class)
QuantifyDoubleParam
(class)
QuantifyFloatFunc
(class)
QuantifyFloatParam
com.tencent.angel.ml.psf.optimizer
(class)
AdaDeltaUpdateFunc
(class)
AdaGradUpdateFunc
(class)
AdamUpdateFunc
(class)
FTRLUpdateFunc
(class)
MomentumUpdateFunc
(class)
OptMMUpdateFunc
(class)
PGDUpdateFunc
com.tencent.angel.ml.regression
(class)
LinearRegression
(class)
RobustRegression