Package ai.libs.jaicore.ml.ranking.dyad.dataset

Class DyadRankingDataset

java.lang.Object

ai.libs.jaicore.ml.ranking.dyad.dataset.AGeneralDatasetBackedDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

ai.libs.jaicore.ml.ranking.dyad.dataset.DyadRankingDataset

All Implemented Interfaces:

java.lang.Iterable<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, java.util.List<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.core.dataset.IDataSource<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler, org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataSource<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.ranking.dataset.IRankingDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyad,org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.ranking.dataset.IRankingDataSource<org.api4.java.ai.ml.ranking.dyad.dataset.IDyad,org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>, org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset, org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataSource

public class DyadRankingDataset
extends AGeneralDatasetBackedDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>
implements org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingDataset

A dataset representation for dyad ranking. Contains IDyadRankingInstances. In particular, this dataset is just an extension to the ArrayList implementation with typecasts to IDyadRankingInstance.

Constructor Summary

Constructors

Constructor	Description
DyadRankingDataset()
DyadRankingDataset(LabeledInstanceSchema labeledInstanceSchema)
DyadRankingDataset(java.lang.String relationName)
DyadRankingDataset(java.lang.String relationName, java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance> c)
DyadRankingDataset(java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance> c)

Method Summary

Modifier and Type	Method	Description
org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>	createCopy()
DyadRankingDataset	createEmptyCopy()
void	deserialize(java.io.InputStream in)
boolean	equals(java.lang.Object o)
java.lang.Object[][]	getFeatureMatrix()
org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema	getInstanceSchema()
java.lang.Object[]	getLabelVector()
int	hashCode()
void	removeColumn(int columnPos)
void	removeColumn(java.lang.String columnName)
void	removeColumn(org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute attribute)
void	serialize(java.io.OutputStream out)
java.util.List<org.nd4j.linalg.api.ndarray.INDArray>	toND4j()	Converts this data set to a list of ND4j INDArrays.

Methods inherited from class ai.libs.jaicore.ml.ranking.dyad.dataset.AGeneralDatasetBackedDataset

add, add, addAll, addAll, clear, contains, containsAll, get, getInternalDataset, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, retainAll, set, setInternalDataset, size, subList, toArray, toArray

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface java.util.Collection

parallelStream, removeIf, stream, toArray

Methods inherited from interface org.api4.java.ai.ml.core.dataset.IDataset

getClassOfInstances

Methods inherited from interface org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler

getAttribute, getListOfAttributes, getNumAttributes

Methods inherited from interface org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler

getLabelAttribute, getRelationName

Methods inherited from interface java.lang.Iterable

forEach

Methods inherited from interface java.util.List

add, add, addAll, addAll, clear, contains, containsAll, get, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, replaceAll, retainAll, set, size, sort, spliterator, subList, toArray, toArray

Constructor Detail

DyadRankingDataset

public DyadRankingDataset()

DyadRankingDataset

public DyadRankingDataset(java.lang.String relationName)

DyadRankingDataset

public DyadRankingDataset(LabeledInstanceSchema labeledInstanceSchema)

DyadRankingDataset

public DyadRankingDataset(java.lang.String relationName,
                          java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance> c)

DyadRankingDataset

public DyadRankingDataset(java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance> c)

Method Detail

serialize

public void serialize(java.io.OutputStream out)

deserialize

public void deserialize(java.io.InputStream in)

equals

public boolean equals(java.lang.Object o)

Specified by:

equals in interface java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Specified by:

equals in interface java.util.List<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Overrides:

equals in class java.lang.Object

hashCode

public int hashCode()

Specified by:

hashCode in interface java.util.Collection<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Specified by:

hashCode in interface java.util.List<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Overrides:

hashCode in class java.lang.Object

toND4j

public java.util.List<org.nd4j.linalg.api.ndarray.INDArray> toND4j()

Converts this data set to a list of ND4j INDArrays. Each dyad ranking is represented by a 2D-matrix where a row is a dyad.

Returns:

getInstanceSchema

public org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchema getInstanceSchema()

Specified by:

getInstanceSchema in interface org.api4.java.ai.ml.core.dataset.schema.IInstanceSchemaHandler

Specified by:

getInstanceSchema in interface org.api4.java.ai.ml.core.dataset.schema.ILabeledInstanceSchemaHandler

getLabelVector

public java.lang.Object[] getLabelVector()

Specified by:

getLabelVector in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

createEmptyCopy

public DyadRankingDataset createEmptyCopy()

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.IDataSource<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Specified by:

createEmptyCopy in interface org.api4.java.ai.ml.core.dataset.supervised.ILabeledDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

getFeatureMatrix

public java.lang.Object[][] getFeatureMatrix()

Specified by:

getFeatureMatrix in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

removeColumn

public void removeColumn(int columnPos)

Specified by:

removeColumn in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

removeColumn

public void removeColumn(java.lang.String columnName)

Specified by:

removeColumn in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

removeColumn

public void removeColumn(org.api4.java.ai.ml.core.dataset.schema.attribute.IAttribute attribute)

Specified by:

removeColumn in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

createCopy

public org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance> createCopy()
                                                                                                                    throws org.api4.java.ai.ml.core.exception.DatasetCreationException,
                                                                                                                           java.lang.InterruptedException

Specified by:

createCopy in interface org.api4.java.ai.ml.core.dataset.IDataset<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Specified by:

createCopy in interface org.api4.java.ai.ml.core.dataset.IDataSource<org.api4.java.ai.ml.ranking.dyad.dataset.IDyadRankingInstance>

Throws:

org.api4.java.ai.ml.core.exception.DatasetCreationException

java.lang.InterruptedException