Modifier and Type | Interface and Description |
---|---|
interface |
WeightLookupTable<T extends SequenceElement>
General weight lookup table
|
Modifier and Type | Class and Description |
---|---|
class |
InMemoryLookupTable<T extends SequenceElement>
Default word lookup table
|
static class |
InMemoryLookupTable.Builder<T extends SequenceElement> |
Modifier and Type | Interface and Description |
---|---|
interface |
ElementsLearningAlgorithm<T extends SequenceElement> |
interface |
SequenceLearningAlgorithm<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
BatchItem<T extends SequenceElement> |
class |
BatchSequences<T extends SequenceElement> |
class |
CBOW<T extends SequenceElement> |
class |
SkipGram<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
DBOW<T extends SequenceElement> |
class |
DM<T extends SequenceElement> |
Modifier and Type | Method and Description |
---|---|
static <T extends SequenceElement> |
WordVectorSerializer.readLookupTable(File file) |
static <T extends SequenceElement> |
WordVectorSerializer.readLookupTable(InputStream stream) |
static <T extends SequenceElement> |
WordVectorSerializer.readSequenceVectors(@NonNull File file,
boolean readExtendedTables)
This method loads SequenceVectors from specified file path
|
static <T extends SequenceElement> |
WordVectorSerializer.readSequenceVectors(@NonNull InputStream stream,
boolean readExtendedTables)
This method loads SequenceVectors from specified input stream
|
static <T extends SequenceElement> |
WordVectorSerializer.readSequenceVectors(@NonNull SequenceElementFactory<T> factory,
@NonNull File file)
This method loads previously saved SequenceVectors model from File
|
static <T extends SequenceElement> |
WordVectorSerializer.readSequenceVectors(@NonNull SequenceElementFactory<T> factory,
@NonNull InputStream stream)
This method loads previously saved SequenceVectors model from InputStream
|
static <T extends SequenceElement> |
WordVectorSerializer.readSequenceVectors(@NonNull String path,
boolean readExtendedTables)
This method loads SequenceVectors from specified file path
|
static <T extends SequenceElement> |
WordVectorSerializer.writeLookupTable(WeightLookupTable<T> weightLookupTable,
@NonNull File file)
This method saves table of weights to file
|
static <T extends SequenceElement> |
WordVectorSerializer.writeSequenceVectors(@NonNull SequenceVectors<T> vectors,
@NonNull OutputStream stream)
This method saves specified SequenceVectors model to target OutputStream
|
static <T extends SequenceElement> |
WordVectorSerializer.writeSequenceVectors(@NonNull SequenceVectors<T> vectors,
@NonNull SequenceElementFactory<T> factory,
@NonNull File file)
This method saves specified SequenceVectors model to target file
|
static <T extends SequenceElement> |
WordVectorSerializer.writeSequenceVectors(@NonNull SequenceVectors<T> vectors,
@NonNull SequenceElementFactory<T> factory,
@NonNull OutputStream stream)
This method saves specified SequenceVectors model to target OutputStream
|
static <T extends SequenceElement> |
WordVectorSerializer.writeSequenceVectors(@NonNull SequenceVectors<T> vectors,
@NonNull SequenceElementFactory<T> factory,
@NonNull String path)
This method saves specified SequenceVectors model to target file path
|
static <T extends SequenceElement> |
WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable,
File file)
This method writes word vectors to the given file.
|
static <T extends SequenceElement> |
WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable,
OutputStream stream)
This method writes word vectors to the given OutputStream.
|
static <T extends SequenceElement> |
WordVectorSerializer.writeWordVectors(WeightLookupTable<T> lookupTable,
String path)
This method writes word vectors to the given path.
|
Modifier and Type | Interface and Description |
---|---|
interface |
ModelUtils<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
BasicModelUtils<T extends SequenceElement> |
class |
FlatModelUtils<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
WordVectorsImpl<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
Node2Vec<V extends SequenceElement,E extends Number>
Deprecated.
|
static class |
Node2Vec.Builder<V extends SequenceElement,E extends Number>
Deprecated.
|
Modifier and Type | Class and Description |
---|---|
class |
SequenceVectors<T extends SequenceElement> |
static class |
SequenceVectors.Builder<T extends SequenceElement> |
Modifier and Type | Field and Description |
---|---|
protected T |
SequenceVectors.unknownElement |
protected T |
SequenceVectors.Builder.unknownElement |
Modifier and Type | Class and Description |
---|---|
class |
Graph<V extends SequenceElement,E extends Number> |
interface |
IGraph<V extends SequenceElement,E extends Number> |
class |
Vertex<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
AbstractVertexFactory<T extends SequenceElement> |
interface |
VertexFactory<T extends SequenceElement> |
Modifier and Type | Interface and Description |
---|---|
interface |
GraphWalker<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
NearestVertexWalker<V extends SequenceElement> |
static class |
NearestVertexWalker.Builder<V extends SequenceElement> |
protected class |
NearestVertexWalker.VertexComparator<V extends SequenceElement,E extends Number> |
class |
PopularityWalker<T extends SequenceElement> |
static class |
PopularityWalker.Builder<T extends SequenceElement> |
class |
RandomWalker<T extends SequenceElement> |
static class |
RandomWalker.Builder<T extends SequenceElement> |
class |
WeightedWalker<T extends SequenceElement> |
static class |
WeightedWalker.Builder<T extends SequenceElement> |
Modifier and Type | Interface and Description |
---|---|
interface |
SequenceElementFactory<T extends SequenceElement> |
interface |
SequenceIterator<T extends SequenceElement> |
interface |
VectorsListener<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
AbstractSequenceIterator<T extends SequenceElement> |
static class |
AbstractSequenceIterator.Builder<T extends SequenceElement> |
class |
FilteredSequenceIterator<T extends SequenceElement> |
class |
SynchronizedSequenceIterator<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
ScoreListener<T extends SequenceElement>
Deprecated.
|
class |
SerializingListener<T extends SequenceElement> |
static class |
SerializingListener.Builder<T extends SequenceElement> |
class |
SimilarityListener<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
Sequence<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
ShallowSequenceElement |
Modifier and Type | Field and Description |
---|---|
protected T |
Sequence.label |
Modifier and Type | Method and Description |
---|---|
int |
SequenceElement.compareTo(SequenceElement o) |
Modifier and Type | Class and Description |
---|---|
class |
AbstractElementFactory<T extends SequenceElement> |
Modifier and Type | Interface and Description |
---|---|
interface |
SequenceTransformer<T extends SequenceElement,V> |
Modifier and Type | Class and Description |
---|---|
class |
GraphTransformer<T extends SequenceElement> |
static class |
GraphTransformer.Builder<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
VocabWord
Intermediate layers of the neural network
|
Modifier and Type | Method and Description |
---|---|
void |
Huffman.applyIndexes(VocabCache<? extends SequenceElement> cache)
This method updates VocabCache and all it's elements with Huffman indexes
Please note: it should be the same VocabCache as was used for Huffman tree initialization
|
Constructor and Description |
---|
Huffman(Collection<? extends SequenceElement> words) |
Huffman(Collection<? extends SequenceElement> words,
int CODE_LENGTH)
Builds Huffman tree for collection of SequenceElements, with defined CODE_LENGTH
Default CODE_LENGTH is 40
|
Modifier and Type | Interface and Description |
---|---|
interface |
VocabCache<T extends SequenceElement> |
class |
VocabConstructor<T extends SequenceElement> |
static class |
VocabConstructor.Builder<T extends SequenceElement> |
Modifier and Type | Class and Description |
---|---|
class |
AbstractCache<T extends SequenceElement> |
static class |
AbstractCache.Builder<T extends SequenceElement> |
Modifier and Type | Method and Description |
---|---|
static <T extends SequenceElement> |
AbstractCache.fromJson(String jsonString) |
Modifier and Type | Interface and Description |
---|---|
interface |
InvertedIndex<T extends SequenceElement> |
Modifier and Type | Interface and Description |
---|---|
interface |
LabelsProvider<T extends SequenceElement> |
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