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.knn |
Contains main APIs for kNN algorithms.
|
org.apache.ignite.ml.recommendation.util |
Contains util classes used in recommendation system framework.
|
org.apache.ignite.ml.structures.partition |
Contains internal APIs for dataset partitioned labeled datasets.
|
org.apache.ignite.ml.trainers.transformers |
Various upstream transformers.
|
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 |
---|---|
Stream<UpstreamEntry> |
UpstreamTransformer.transform(Stream<UpstreamEntry> upstream)
Transform upstream.
|
Modifier and Type | Method and Description |
---|---|
C |
PartitionContextBuilder.build(LearningEnvironment env,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize)
Builds a new partition
context from an upstream data. |
D |
PartitionDataBuilder.build(LearningEnvironment env,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context . |
default C |
PartitionContextBuilder.build(LearningEnvironment env,
Stream<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize)
Builds a new partition
context from an upstream data. |
default D |
PartitionDataBuilder.build(LearningEnvironment env,
Stream<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context . |
Stream<UpstreamEntry> |
UpstreamTransformer.transform(Stream<UpstreamEntry> upstream)
Transform upstream.
|
Modifier and Type | Method and Description |
---|---|
BootstrappedDatasetPartition |
BootstrappedDatasetBuilder.build(LearningEnvironment env,
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(LearningEnvironment env,
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(LearningEnvironment env,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize)
Builds a new partition
context from an upstream data. |
Modifier and Type | Method and Description |
---|---|
SimpleDatasetData |
SimpleDatasetDataBuilder.build(LearningEnvironment env,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context . |
SimpleLabeledDatasetData |
SimpleLabeledDatasetDataBuilder.build(LearningEnvironment env,
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 |
---|---|
SpatialIndex<Double> |
KNNPartitionDataBuilder.build(LearningEnvironment env,
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 |
---|---|
RecommendationDatasetData<O,S> |
RecommendationDatasetDataBuilder.build(LearningEnvironment env,
Iterator<UpstreamEntry<K,Z>> upstreamData,
long upstreamDataSize,
EmptyContext ctx)
Builds a new partition
data from a partition upstream data and partition context . |
RecommendationDatasetData<Serializable,Serializable> |
RecommendationBinaryDatasetDataBuilder.build(LearningEnvironment env,
Iterator<UpstreamEntry<Object,BinaryObject>> upstreamData,
long upstreamDataSize,
EmptyContext ctx)
Builds a new partition
data from a partition upstream data and partition context . |
Modifier and Type | Method and Description |
---|---|
LabelPartitionDataOnHeap |
LabelPartitionDataBuilderOnHeap.build(LearningEnvironment env,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context . |
LabeledVectorSet<LabeledVector> |
LabeledDatasetPartitionDataBuilderOnHeap.build(LearningEnvironment env,
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 |
---|---|
Stream<UpstreamEntry> |
BaggingUpstreamTransformer.transform(Stream<UpstreamEntry> upstream)
Transform upstream.
|
Modifier and Type | Method and Description |
---|---|
Stream<UpstreamEntry> |
BaggingUpstreamTransformer.transform(Stream<UpstreamEntry> upstream)
Transform upstream.
|
Modifier and Type | Method and Description |
---|---|
DecisionTreeData |
DecisionTreeDataBuilder.build(LearningEnvironment envBuilder,
Iterator<UpstreamEntry<K,V>> upstreamData,
long upstreamDataSize,
C ctx)
Builds a new partition
data from a partition upstream data and partition context . |
GridGain In-Memory Computing Platform : ver. 8.9.14 Release Date : November 5 2024