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Online Learning
来源:Alibaba
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2019-12-19 21:16:10
FtrlTrain(stream)
FtrlPredict(stream)
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Statistical Analysis
ChiSquareTest(batch)
Correlation(batch)
Summarizer(batch)
Data Processing
AppendId(batch)
DCT(batch)
DCT(stream)
DCT
ImputerPredict(batch)
ImputerPredict(stream)
ImputerTrain(batch)
Imputer
IndexToStringPredict(batch)
IndexToStringPredic(stream)
IndexToString
JsonValue(batch)
JsonValue(stream)
MaxAbsScalerPredict(batch)
MaxAbsScalerPredict(stream)
MaxAbsScalerTrain(batch)
MaxAbsScaler
MinMaxScalerPredict(batch)
MinMaxScalerPredict(stream)
MinMaxScalerTrain(batch)
MinMaxScaler
MultiColStringIndexerPredict(batch)
MultiColStringIndexerPredict(stream)
MultiColStringIndexerTrain(batch)
MultiColStringIndexer
Sampling(batch)
Sampling(stream)
SamplingSize(batch)
StandardScalerPredict(batch)
StandardScalerTrain(batch)
StandardScalerPredict(stream)
StandardScaler
StringIndexerPredict(batch)
StringIndexerPredict(stream)
StringIndexerTrain(batch)
StringIndexer
UDF(batch)
UDF(stream)
UDTF(batch)
UDTF(stream)
VectorAssembler(batch)
VectorAssembler(stream)
VectorAssembler
VectorElementwiseProduct(batch)
VectorElementwiseProduct(stream)
vectorElementwiseProduct
VectorImputerPredict(batch)
VectorImputerPredict(stream)
VectorImputerTrain(batch)
VectorImputer
VectorInteraction(batch)
VectorInteraction(stream)
Vectorinteraction
VectorMaxAbsScalerPredict(batch)
VectorMaxAbsScalerPredict(stream)
VectorMaxAbsScalerTrain(batch)
VectorMaxAbsScaler
VectorMinmaxScalerPredict(batch)
VectorMinmaxScalerPredict(stream)
VectorMinmaxScalerTrain
VectorMinmaxScaler
VectorNormalizer(batch)
VectorNormalizer(stream)
vectorNormalizer
VectorPolynomialExpand
VectorPolynomialExpand(batch)
VectorPolynomialExpand(stream)
VectorSizeHint(batch)
VectorSizeHint(stream)
VectorSizeHint
VectorSlicer(batch)
VectorSlicer(stream)
VectorSlicer
VectorStandardScalerPredict(batch)
VectorStandardScalerPredict(stream)
VectorStandardScalerTrain
VectorStandardScalerPredict
VectorToColumns(batch)
VectorToColumns(steam)
VectorToColumns
Text
Word2Vec
Word2VecTrain(batch)
Word2VecPredict(batch)
Word2VecPredict(stream)
Tokenizer
Tokenizer(batch)
Tokenizer(stream)
NGram
NGram(batch)
NGram(stream)
StopwordsRemover
StopWordsRemover(batch)
StopWordsRemover(stream)
Segment(batch)
Segment(stream)
Segment
DocCountVectorizer
DocCountVectorizerTrain(batch)
DocCountVectorizerPredict(batch)
DocCountVectorizerPredict(stream)
DocHashCountVectorizer
DocHashCountVectorizerTrain(batch)
DocHashCountVectorizerPredict(batch)
DocHashCountVectorizerPredict(stream)
RegexTokenizer
RegexTokenizer(batch)
RegexTokenizer(stream)
Feature engineering
Binarizer(batch)
Binarizer(stream)
Binarizer
Bucketizer(batch)
Bucketizer(stream)
Bucketizer
ChiSqSelector(batch)
FeatureHasher(batch)
FeatureHasher(stream)
FeatureHasher
OneHotEncoderPredict(batch)
OneHotEncoderPredict(stream)
OneHotEncoderTrain(batch)
OneHotEncoder
PCAPredict(batch)
PCAPredict(stream)
PCATrain(batch)
PCA
QuantileDiscretizerPredict(batch)
QuantileDiscretizerPredict(stream)
QuantileDiscretizerTrain(batch)
QuantileDiscretizer
Regression
AftSurvivalRegressionPredict(batch)
AftSurvivalRegressionPredict(stream)
AftSurvivalRegressionTrain(batch)
AftSurvivalRegression
DecisionTreeRegressorPredict(batch)
DecisionTreeRegressorPredict(stream)
DecisionTreeRegressorTrain(batch)
DecisionTreeRegressor
GbdtRegressorPredict(batch)
GbdtRegressorPredict(stream)
GbdtRegressorTrain(batch)
GbdtRegressor
GeneralizedLinearRegressionEvaluation(batch)
GeneralizedLinearRegressionPredict(batch)
GeneralizedLinearRegressionPredict(stream)
GeneralizedLinearRegressionTrain(batch)
GeneralizedLinearRegression
IsotonicRegressionPredict(batch)
IsotonicRegressionPredict(stream)
IsotonicRegressionTrain(batch)
IsotonicRegression
LassoRegressionPredict(batch)
LassoRegressionTrain(batch)
LassoRegressionPredict(stream)
LassoRegression
LinearRegressionPredict(batch)
LinearRegressionPredict(stream)
LinearRegressionTrain(batch)
LinearRegression
RandomForestRegressorPredict(batch)
RandomForestRegressorPredict(stream)
RandomForestRegressorTrain(batch)
RandomForestRegressor
RidgeRegressionPredict(batch)
RidgeRegressionPredict(stream)
RidgeRegressionTrain
RidgeRegression
Clustering
BisectingKMeans
BisectingKmeansPredict(stream)
BisectingKmeansTrain(batch)
BisectingKMeansPredict(batch)
KMeans
KMeansTrain(batch)
KMeansPredict(batch)
KMeansPredict(stream)
Lda
LdaTrain(batch)
LdaPredict(batch)
GaussianMixture
GaussianMixtureTrain(batch)
GaussianMixturePredict(stream)
GaussianMixturePredict(batch)
Association rule
FpGrowth(batch)
PrefixSpan(batch)
Collaborative filtering
ALS
ALSTrain(batch)
ALSPredict(stream)
ALSRatingPredict(batch)
ALSTopKPredict(batch)
Classification
DecisionTreeClassifierPredict(batch)
DecisionTreeClassifierPredict(stream)
DecisionTreeClassifierTrain(batch)
DecisionTreeClassifier
GbdtClassifierPredict(batch)
GbdtClassifierPredict(stream)
GbdtClassifierTrain(batch)
GbdtClassifier
LinearSvmPredict(batch)
LinearSvmPredict(stream)
LinearSvmTrain(batch)
LinearSvm
LogisticRegressionTrain(batch)
LogisticRegressionPredict(batch)
LogisticRegressionPredict(stream)
LogisticRegression
MultilayerPerceptronClassifierPredict(batch)
MultilayerPerceptronClassifierPredict(stream)
MultilayerPerceptronClassifierTrain(batch)
MultilayerPerceptronClassifier
NaiveBayesPredict(batch)
NaiveBayesPredict(stream)
NaiveBayesTrain(batch)
NaiveBayes
OneVsRest
RandomForestClassifierPredict(batch)
RandomForestClassifierPredict(stream)
RandomForestClassifierTrain(batch)
RandomForestClassifier
SoftmaxPredict(batch)
SoftmaxPredict(stream)
SoftmaxTrain(batch)
Softmax
Evaluation
EvalMultiClass(batch)
EvalBinaryClass(batch)
EvalCluster(batch)
EvalRegression(batch)
EvalMultiClass(stream)
EvalBinaryClass(stream)
Abnormal Detection - SOS(batch)
Online Learning
FtrlTrain(stream)
FtrlPredict(stream)
Model Tuning
GridSearchTVSplit
GridSearchCV
Similarity
ApproxVectorSimilarityJoin(batch)
ApproxVectorSimiliartyTopN(batch)
SQL
as(batch)
as(stream)
distinct(batch)
filter(batch)
filter(stream)
fullouterjoin(batch)
groupby(batch)
intersectall(batch)
intersect(batch)
join(batch)
leftouterjoin(batch)
minusall(batch)
minus(batch)
orderby(batch)
rightouterjoin(batch)
select(batch)
select(stream)
split(batch)
split(stream)
unionall(batch)
unionall(stream)
union(batch)
where(batch)
where(stream)
Data Sink
Sink To CSV(batch)
Sink To CSV(stream)
kafka sink(stream)
libsvm sink(batch)
libsvm sink(stream)
mysql sink(batch)
mysql sink(stream)
text line sink(batch)
text line sink(stream)
Data Source
CSV source(batch)
CSV source (stream)
kafka source(stream)
libsvm source(batch)
libsvm source(stream)
mysql source(batch)
mysql source(stream)
text line source(batch)
text line source(stream)
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