Modifier and Type | Interface and Description |
---|---|
interface |
AlgoOperator<T extends AlgoOperator<T>>
An AlgoOperator takes a list of tables as inputs and produces a list of tables as results.
|
Modifier and Type | Interface and Description |
---|---|
interface |
Model<T extends Model<T>>
A Model is typically generated by invoking
Estimator.fit(Table...) . |
interface |
Transformer<T extends Transformer<T>>
A Transformer is an AlgoOperator with the semantic difference that it encodes the Transformation
logic, such that a record in the output typically corresponds to one record in the input.
|
Modifier and Type | Class and Description |
---|---|
class |
GraphModel
A GraphModel acts as a Model.
|
class |
PipelineModel
A PipelineModel acts as a Model.
|
Modifier and Type | Method and Description |
---|---|
AlgoOperator<?> |
GraphBuilder.buildAlgoOperator(TableId[] inputs,
TableId[] outputs)
Wraps nodes of the graph into an AlgoOperator.
|
Modifier and Type | Method and Description |
---|---|
TableId[] |
GraphBuilder.addAlgoOperator(AlgoOperator<?> algoOp,
TableId... inputs)
Adds an AlgoOperator in the graph.
|
Modifier and Type | Class and Description |
---|---|
class |
KnnModel
A Model which classifies data using the model data computed by
Knn . |
Modifier and Type | Class and Description |
---|---|
class |
LogisticRegressionModel
A Model which classifies data using the model data computed by
LogisticRegression . |
Modifier and Type | Class and Description |
---|---|
class |
NaiveBayesModel
A Model which classifies data using the model data computed by
NaiveBayes . |
Modifier and Type | Class and Description |
---|---|
class |
KMeansModel
A Model which clusters data into k clusters using the model data computed by
KMeans . |
Modifier and Type | Class and Description |
---|---|
class |
OneHotEncoderModel
A Model which encodes data into one-hot format using the model data computed by
OneHotEncoder . |
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