Package | Description |
---|---|
org.apache.flink.ml.pipeline | |
org.apache.flink.ml.preprocessing |
Modifier and Type | Class and Description |
---|---|
class |
ChainedPredictor<T extends Transformer<T>,P extends Predictor<P>>
|
class |
ChainedTransformer<L extends Transformer<L>,R extends Transformer<R>>
Transformer which represents the chaining of two Transformer . |
class |
ChainedTransformer<L extends Transformer<L>,R extends Transformer<R>>
Transformer which represents the chaining of two Transformer . |
interface |
Transformer<Self extends Transformer<Self>>
Transformer trait for Flink's pipeline operators.
|
Modifier and Type | Class and Description |
---|---|
class |
ChainedTransformer<L extends Transformer<L>,R extends Transformer<R>>
Transformer which represents the chaining of two Transformer . |
Modifier and Type | Method and Description |
---|---|
<T extends Transformer<T>,P extends Predictor<P>,Testing,Intermediate,PredictionValue> |
ChainedPredictor$.chainedEvaluationOperation(TransformDataSetOperation<T,Testing,Intermediate> transformOperation,
EvaluateDataSetOperation<P,Intermediate,PredictionValue> evaluateOperation,
TypeInformation<Testing> testingTypeInformation,
TypeInformation<PredictionValue> predictionValueTypeInformation) |
static <T extends Transformer<T>,P extends Predictor<P>,Testing,Intermediate,PredictionValue> |
ChainedPredictor.chainedEvaluationOperation(TransformDataSetOperation<T,Testing,Intermediate> transformOperation,
EvaluateDataSetOperation<P,Intermediate,PredictionValue> evaluateOperation,
TypeInformation<Testing> testingTypeInformation,
TypeInformation<PredictionValue> predictionValueTypeInformation) |
<L extends Transformer<L>,R extends Predictor<R>,I,T> |
ChainedPredictor$.chainedFitOperation(FitOperation<L,I> fitOperation,
TransformDataSetOperation<L,I,T> transformOperation,
FitOperation<R,T> predictorFitOperation)
FitOperation for the ChainedPredictor . |
static <L extends Transformer<L>,R extends Predictor<R>,I,T> |
ChainedPredictor.chainedFitOperation(FitOperation<L,I> fitOperation,
TransformDataSetOperation<L,I,T> transformOperation,
FitOperation<R,T> predictorFitOperation)
FitOperation for the ChainedPredictor . |
<L extends Transformer<L>,R extends Transformer<R>,I,T> |
ChainedTransformer$.chainedFitOperation(FitOperation<L,I> leftFitOperation,
TransformDataSetOperation<L,I,T> leftTransformOperation,
FitOperation<R,T> rightFitOperation)
FitOperation implementation for ChainedTransformer . |
<L extends Transformer<L>,R extends Transformer<R>,I,T> |
ChainedTransformer$.chainedFitOperation(FitOperation<L,I> leftFitOperation,
TransformDataSetOperation<L,I,T> leftTransformOperation,
FitOperation<R,T> rightFitOperation)
FitOperation implementation for ChainedTransformer . |
static <L extends Transformer<L>,R extends Transformer<R>,I,T> |
ChainedTransformer.chainedFitOperation(FitOperation<L,I> leftFitOperation,
TransformDataSetOperation<L,I,T> leftTransformOperation,
FitOperation<R,T> rightFitOperation)
FitOperation implementation for ChainedTransformer . |
static <L extends Transformer<L>,R extends Transformer<R>,I,T> |
ChainedTransformer.chainedFitOperation(FitOperation<L,I> leftFitOperation,
TransformDataSetOperation<L,I,T> leftTransformOperation,
FitOperation<R,T> rightFitOperation)
FitOperation implementation for ChainedTransformer . |
<T extends Transformer<T>,P extends Predictor<P>,Testing,Intermediate,Prediction> |
ChainedPredictor$.chainedPredictOperation(TransformDataSetOperation<T,Testing,Intermediate> transformOperation,
PredictDataSetOperation<P,Intermediate,Prediction> predictOperation)
PredictDataSetOperation for the ChainedPredictor . |
static <T extends Transformer<T>,P extends Predictor<P>,Testing,Intermediate,Prediction> |
ChainedPredictor.chainedPredictOperation(TransformDataSetOperation<T,Testing,Intermediate> transformOperation,
PredictDataSetOperation<P,Intermediate,Prediction> predictOperation)
PredictDataSetOperation for the ChainedPredictor . |
<L extends Transformer<L>,R extends Transformer<R>,I,T,O> |
ChainedTransformer$.chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft,
TransformDataSetOperation<R,T,O> transformOpRight)
TransformDataSetOperation implementation for ChainedTransformer . |
<L extends Transformer<L>,R extends Transformer<R>,I,T,O> |
ChainedTransformer$.chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft,
TransformDataSetOperation<R,T,O> transformOpRight)
TransformDataSetOperation implementation for ChainedTransformer . |
static <L extends Transformer<L>,R extends Transformer<R>,I,T,O> |
ChainedTransformer.chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft,
TransformDataSetOperation<R,T,O> transformOpRight)
TransformDataSetOperation implementation for ChainedTransformer . |
static <L extends Transformer<L>,R extends Transformer<R>,I,T,O> |
ChainedTransformer.chainedTransformOperation(TransformDataSetOperation<L,I,T> transformOpLeft,
TransformDataSetOperation<R,T,O> transformOpRight)
TransformDataSetOperation implementation for ChainedTransformer . |
<T extends Transformer<T>> |
Transformer.chainTransformer(T transformer)
Chains two
Transformer to form a ChainedTransformer . |
Modifier and Type | Class and Description |
---|---|
class |
MinMaxScaler
Scales observations, so that all features are in a user-specified range.
|
class |
PolynomialFeatures
Maps a vector into the polynomial feature space.
|
class |
StandardScaler
Scales observations, so that all features have a user-specified mean and standard deviation.
|
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