Package | Description |
---|---|
org.apache.ignite.ml.dataset |
Base package for machine learning dataset classes.
|
org.apache.ignite.ml.dataset.impl.bootstrapping |
Base package for bootstrapped implementation of machine learning dataset.
|
org.apache.ignite.ml.dataset.primitive |
Package that contains basic primitives build on top of
Dataset . |
org.apache.ignite.ml.dataset.primitive.builder.context |
Contains partition
context builders. |
org.apache.ignite.ml.dataset.primitive.builder.data |
Contains partition
data builders. |
org.apache.ignite.ml.structures.partition |
Contains internal APIs for dataset partitioned labeled datasets.
|
org.apache.ignite.ml.tree.data |
Contains data and data builder required for decision tree trainers built on top of partition based dataset.
|
Modifier and Type | Method and Description |
---|---|
C |
PartitionContextBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize)
Builds a new partition
context from an upstream data. |
D |
PartitionDataBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
Modifier and Type | Method and Description |
---|---|
BootstrappedDatasetPartition |
BootstrappedDatasetBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
EmptyContext ctx)
Builds a new partition
data from a partition upstream data and partition context |
Modifier and Type | Method and Description |
---|---|
FeatureMatrixWithLabelsOnHeapData |
FeatureMatrixWithLabelsOnHeapDataBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
Modifier and Type | Method and Description |
---|---|
EmptyContext |
EmptyContextBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize)
Builds a new partition
context from an upstream data. |
Modifier and Type | Method and Description |
---|---|
SimpleLabeledDatasetData |
SimpleLabeledDatasetDataBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
SimpleDatasetData |
SimpleDatasetDataBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
Modifier and Type | Method and Description |
---|---|
LabeledVectorSet<Double,LabeledVector> |
LabeledDatasetPartitionDataBuilderOnHeap.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
LabelPartitionDataOnHeap |
LabelPartitionDataBuilderOnHeap.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
Modifier and Type | Method and Description |
---|---|
DecisionTreeData |
DecisionTreeDataBuilder.build(Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context |
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Ignite Database and Caching Platform : ver. 2.7.2 Release Date : February 6 2019