Constructor and Description |
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ClusterEvaluator(Clusterer<D> gen,
D data,
Function<B,Integer> indexFunc,
Map<A,? extends List<B>> dataset,
ClusterAnalyser<T> analyser) |
ClusterEvaluator(Clusterer<D> gen,
Map<A,? extends List<B>> dataset,
Function<List<B>,D> transform,
ClusterAnalyser<T> analyser) |
RangedDBSCANClusterEvaluator(UniformDoubleRangeIterable r,
SparseMatrixDBSCAN gen,
Map<A,? extends List<B>> dataset,
Function<List<B>,SparseMatrix> transform,
ClusterAnalyser<T> analyser) |
RangedDBSCANClusterEvaluator(UniformDoubleRangeIterable r,
SparseMatrixDBSCAN gen,
SparseMatrix data,
Function<B,Integer> indexFunc,
Map<A,? extends List<B>> dataset,
ClusterAnalyser<T> analyser) |
Modifier and Type | Class and Description |
---|---|
class |
DoGSiftFeatureExtractor |
class |
DSiftFeatureExtractor |
class |
GMMFromFeatures
This function turns a list of features to a gaussian mixture model
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Modifier and Type | Method and Description |
---|---|
static <FEATURE,INPUT> |
FeatureExtractionFunction.wrap(Function<INPUT,FEATURE> func) |
Constructor and Description |
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FeatureExtractionFunction(Function<INPUT,FEATURE> func) |
Modifier and Type | Class and Description |
---|---|
class |
AestheticodeDetector
Aestheticode detection algorithm.
|
Modifier and Type | Class and Description |
---|---|
static class |
VLADIndexerDataBuilder.StandardPostProcesses
Feature post-processing options
|
Modifier and Type | Method and Description |
---|---|
Function<List<? extends LocalFeature<?,?>>,List<FloatLocalFeatureAdaptor<?>>> |
VLADIndexerData.getPostProcess() |
Constructor and Description |
---|
VLADIndexerData(VLAD<float[]> vlad,
FeatureVectorPCA pca,
FloatProductQuantiser pq,
LocalFeatureExtractor<LocalFeature<?,?>,MBFImage> extractor,
Function<List<? extends LocalFeature<?,?>>,List<FloatLocalFeatureAdaptor<?>>> postProcess)
Construct with the given data
|
VLADIndexerDataBuilder(LocalFeatureExtractor<LocalFeature<?,?>,MBFImage> extractor,
List<File> localFeatures,
boolean normalise,
int numVladCentroids,
int numIterations,
int numPcaDims,
int numPqIterations,
int numPqAssigners,
float sampleProp,
float pcaSampleProp,
Function<List<? extends LocalFeature<?,?>>,List<FloatLocalFeatureAdaptor<?>>> postProcess)
Construct a
VLADIndexerDataBuilder with the given parameters |
Modifier and Type | Class and Description |
---|---|
class |
LinearResampler
Simple linear resampling.
|
Modifier and Type | Class and Description |
---|---|
class |
GramSchmidtProcess
Perform the Gram-Schmid process on a vector, returning the orthogonal basis set
whose first vector is the input
http://zintegra.net/archives/738
|
Modifier and Type | Interface and Description |
---|---|
static interface |
SpectralClusteringConf.ClustererProvider<DATATYPE>
A function which can represent itself as a string
|
Modifier and Type | Class and Description |
---|---|
class |
DoubleFVSimilarityFunction<T>
Wraps the functionality of a
SimilarityClusterer around a dataset |
class |
NormalisedSimilarityDoubleClustererWrapper<T>
Wraps the functionality of a
SimilarityClusterer around a dataset |
class |
RBFSimilarityDoubleClustererWrapper<T>
Construct a similarity matrix using a Radial Basis Function
|
protected static class |
SpectralClusteringConf.DefaultClustererFunction<DATATYPE> |
Modifier and Type | Interface and Description |
---|---|
interface |
Kernel<T>
A function which takes in two T instances and returns a double
|
interface |
VectorKernel |
Modifier and Type | Class and Description |
---|---|
class |
LinearVectorKernel |
Modifier and Type | Class and Description |
---|---|
class |
ListFilter<IN> |
class |
ListFunction<IN,OUT> |
Constructor and Description |
---|
ListFunction(Function<IN,OUT> fun) |
Modifier and Type | Class and Description |
---|---|
class |
ContextFunctionAdaptor<IN,OUT>
|
class |
ContextGenerator<T>
Generate a context stream from a stream of other objects.
|
class |
ContextListFilter<IN>
Filter a list of items belonging to a single
Context entry using a
predicate |
class |
ContextListFunction<IN,OUT>
|
class |
ContextListTransform<T>
|
class |
ContextListTransformFunction<IN,OUT>
|
class |
ContextTransform<T>
Transform a context into a stream of another type based on items extracted
from the context
|
Modifier and Type | Method and Description |
---|---|
static <IN,OUT> Function<Context,Context> |
ContextFunctionAdaptor.create(String extract,
String insert,
Function<IN,OUT> inner)
Create a new
ContextFunctionAdaptor that reads data from a given
key, applies a function and sets the result in a different key. |
Modifier and Type | Method and Description |
---|---|
static <IN,OUT> Function<Context,Context> |
ContextFunctionAdaptor.create(String extract,
String insert,
Function<IN,OUT> inner)
Create a new
ContextFunctionAdaptor that reads data from a given
key, applies a function and sets the result in a different key. |
Constructor and Description |
---|
ContextFunctionAdaptor(Function<IN,OUT> inner,
ContextExtractor<IN> extract,
ContextInsertor<OUT> insert) |
ContextFunctionAdaptor(Function<IN,OUT> inner,
String extract,
String insert)
Construct
ContextFunctionAdaptor that reads data from a given
key, applies a function and sets the result in a different key. |
ContextFunctionAdaptor(String both,
Function<IN,OUT> inner)
Construct
ContextFunctionAdaptor that reads data from a given
key, applies a function and sets the result with the same key. |
ContextListFunction(Function<IN,OUT> inner,
ContextExtractor<List<IN>> extract,
ContextInsertor<List<OUT>> insert)
Construct with the given options.
|
ContextListFunction(Function<IN,OUT> inner,
String both)
Construct with the given function.
|
ContextListFunction(Function<IN,OUT> inner,
String extract,
String insert)
Construct with the function.
|
ContextListTransformFunction(ContextExtractor<IN> extract,
Function<List<IN>,OUT> inner) |
ContextListTransformFunction(String key,
Function<List<IN>,OUT> inner) |
Modifier and Type | Method and Description |
---|---|
static <T,Q> Function<IndependentPair<T,Q>,T> |
IndependentPair.getFirstFunction()
Get the function that returns the first object from the pair
|
static <T,Q> Function<IndependentPair<T,Q>,Q> |
IndependentPair.getSecondFunction()
Get the function that returns the second object from the pair
|
Modifier and Type | Method and Description |
---|---|
<R> Stream<R> |
Stream.map(Function<T,R> mapper)
Transform the stream by creating a new stream that transforms the items
in this stream with the given
Function . |
<R> Stream<R> |
AbstractStream.map(Function<T,R> mapper) |
<R> Stream<R> |
Stream.transform(Function<Stream<T>,Stream<R>> transform)
Transform the stream using the given function to transform the items in
this stream.
|
<R> Stream<R> |
AbstractStream.transform(Function<Stream<T>,Stream<R>> transform) |
Modifier and Type | Class and Description |
---|---|
class |
CombinedStreamFunction<AIN,AOUT,BIN,BOUT>
Given a combined stream (i.e.
|
Constructor and Description |
---|
CombinedStreamFunction(Function<AIN,AOUT> fA,
Function<BIN,BOUT> fB)
Construct with the given functions to apply to the first and second
elements of the pairs in the input stream respectively.
|
CombinedStreamFunction(Function<AIN,AOUT> fA,
Function<BIN,BOUT> fB)
Construct with the given functions to apply to the first and second
elements of the pairs in the input stream respectively.
|
Modifier and Type | Class and Description |
---|---|
class |
CombinedMetaPayloadFunction<AIN,AOUT,BIN,BOUT,AM,BM>
Given a combined stream (i.e.
|
class |
ContextRealTimeWindowFunction<IN>
Given a period of time to wait in milliseconds, this function consumes
a stream for that period of time and produces a new stream of lists representing windows of that time period
|
class |
RealTimeWindowFunction<IN>
Given a period of time to wait in milliseconds, this function consumes
a stream for that period of time and produces a new stream of lists representing windows of that time period
|
class |
SequentialStreamAggregator<T> |
class |
WindowAverage
Given a window of key,value map instances, this function gets the average of
the window
|
class |
WindowFilter<IN,META> |
class |
WindowFunction<IN,OUT,META> |
Constructor and Description |
---|
CombinedMetaPayloadFunction(Function<MetaPayload<AIN,AM>,MetaPayload<AOUT,AM>> fA,
Function<MetaPayload<BIN,BM>,MetaPayload<BOUT,BM>> fB) |
CombinedMetaPayloadFunction(Function<MetaPayload<AIN,AM>,MetaPayload<AOUT,AM>> fA,
Function<MetaPayload<BIN,BM>,MetaPayload<BOUT,BM>> fB) |
WindowFunction(Function<IN,OUT> fun) |