Uses of Interface
org.tribuo.provenance.DataSourceProvenance

Packages that use DataSourceProvenance

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.anomaly.example	Provides anomaly data generators used for demos and testing implementations.
org.tribuo.classification.example	Provides a multiclass data generator used for testing implementations, along with several synthetic data generators for 2d binary classification problems to be used in demos or tutorials.
org.tribuo.clustering.example	Provides clustering data generators used for demos and testing implementations.
org.tribuo.data.csv	Provides classes which can load columnar data (using a RowProcessor) from a CSV (or other character delimited format) file.
org.tribuo.data.sql	Provides classes which can load columnar data (using a RowProcessor) from a SQL source.
org.tribuo.data.text	Provides interfaces for converting text inputs into Features and Examples.
org.tribuo.data.text.impl	Provides implementations of text data processors.
org.tribuo.datasource	Simple data sources for ingesting or aggregating data.
org.tribuo.evaluation	Evaluation base classes, along with code for train/test splits and cross validation.
org.tribuo.json	Provides interop with JSON formatted data, along with tools for interacting with JSON provenance objects.
org.tribuo.multilabel.example	Provides a multi-label data generator for testing implementations and a configurable data source suitable for demos and tests.
org.tribuo.provenance	Provides Tribuo specific infrastructure for the Provenance system which tracks models and datasets.
org.tribuo.provenance.impl	Provides internal implementations for empty provenance classes and TrainerProvenance.
org.tribuo.regression.example	Provides some example regression data generators for testing implementations.
org.tribuo.sequence	Provides core classes for working with sequences of Examples.

Uses of DataSourceProvenance in org.tribuo

Subinterfaces with type arguments of type DataSourceProvenance in org.tribuo

Modifier and Type	Interface	Description
interface	DataSource<T extends Output<T>>	A interface for things that can be given to a Dataset's constructor.

Uses of DataSourceProvenance in org.tribuo.anomaly.example

Classes in org.tribuo.anomaly.example that implement DataSourceProvenance

Modifier and Type	Class	Description
static final class	GaussianAnomalyDataSource.GaussianAnomalyDataSourceProvenance	Provenance for GaussianAnomalyDataSource.

Methods in org.tribuo.anomaly.example that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	GaussianAnomalyDataSource.getProvenance()

Uses of DataSourceProvenance in org.tribuo.classification.example

Classes in org.tribuo.classification.example that implement DataSourceProvenance

Modifier and Type	Class	Description
static final class	DemoLabelDataSource.DemoLabelDataSourceProvenance	Provenance for DemoLabelDataSource.

Methods in org.tribuo.classification.example that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	DemoLabelDataSource.getProvenance()

Uses of DataSourceProvenance in org.tribuo.clustering.example

Classes in org.tribuo.clustering.example that implement DataSourceProvenance

Modifier and Type	Class	Description
static final class	GaussianClusterDataSource.GaussianClusterDataSourceProvenance	Provenance for GaussianClusterDataSource.

Methods in org.tribuo.clustering.example that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	GaussianClusterDataSource.getProvenance()

Uses of DataSourceProvenance in org.tribuo.data.csv

Classes in org.tribuo.data.csv that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	CSVDataSource.CSVDataSourceProvenance	Provenance for CSVDataSource.
static final class	CSVLoader.CSVLoaderProvenance	Deprecated. Deprecated in 4.2 as CSVLoader now returns a CSVDataSource.

Uses of DataSourceProvenance in org.tribuo.data.sql

Classes in org.tribuo.data.sql that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	SQLDataSource.SQLDataSourceProvenance	Provenance for SQLDataSource.

Uses of DataSourceProvenance in org.tribuo.data.text

Classes in org.tribuo.data.text that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	DirectoryFileSource.DirectoryFileSourceProvenance	Provenance for DirectoryFileSource.

Uses of DataSourceProvenance in org.tribuo.data.text.impl

Classes in org.tribuo.data.text.impl that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	SimpleStringDataSource.SimpleStringDataSourceProvenance	Provenance for SimpleStringDataSource.
static class	SimpleTextDataSource.SimpleTextDataSourceProvenance	Provenance for SimpleTextDataSource.

Uses of DataSourceProvenance in org.tribuo.datasource

Classes in org.tribuo.datasource that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	AggregateConfigurableDataSource.AggregateConfigurableDataSourceProvenance	Provenance for the AggregateConfigurableDataSource.
static class	AggregateDataSource.AggregateDataSourceProvenance	Provenance for the AggregateDataSource.
static final class	IDXDataSource.IDXDataSourceProvenance	Provenance class for IDXDataSource.
static final class	LibSVMDataSource.LibSVMDataSourceProvenance	The provenance for a LibSVMDataSource.

Methods in org.tribuo.datasource that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	AggregateConfigurableDataSource.getProvenance()
DataSourceProvenance	AggregateDataSource.getProvenance()
DataSourceProvenance	IDXDataSource.getProvenance()
DataSourceProvenance	LibSVMDataSource.getProvenance()
DataSourceProvenance	ListDataSource.getProvenance()

Constructors in org.tribuo.datasource with parameters of type DataSourceProvenance

Modifier	Constructor	Description
	ListDataSource(List<Example<T>> list, OutputFactory<T> factory, DataSourceProvenance provenance)	Constructs an in-memory data source wrapping the supplied examples.

Uses of DataSourceProvenance in org.tribuo.evaluation

Classes in org.tribuo.evaluation that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	TrainTestSplitter.SplitDataSourceProvenance	Provenance for a split data source.

Uses of DataSourceProvenance in org.tribuo.json

Classes in org.tribuo.json that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	JsonDataSource.JsonDataSourceProvenance	Provenance for JsonDataSource.

Uses of DataSourceProvenance in org.tribuo.multilabel.example

Classes in org.tribuo.multilabel.example that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	MultiLabelGaussianDataSource.MultiLabelGaussianDataSourceProvenance	Provenance for MultiLabelGaussianDataSource.

Methods in org.tribuo.multilabel.example that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	MultiLabelGaussianDataSource.getProvenance()

Uses of DataSourceProvenance in org.tribuo.provenance

Subinterfaces of DataSourceProvenance in org.tribuo.provenance

Modifier and Type	Interface	Description
interface	ConfiguredDataSourceProvenance	A tag interface for configurable data source provenance.

Classes in org.tribuo.provenance that implement DataSourceProvenance

Modifier and Type	Class	Description
class	SimpleDataSourceProvenance	This class stores a String describing the data source, along with a timestamp.

Uses of DataSourceProvenance in org.tribuo.provenance.impl

Classes in org.tribuo.provenance.impl that implement DataSourceProvenance

Modifier and Type	Class	Description
final class	EmptyDataSourceProvenance	An empty DataSourceProvenance, should not be used except by the provenance removal system.

Uses of DataSourceProvenance in org.tribuo.regression.example

Classes in org.tribuo.regression.example that implement DataSourceProvenance

Modifier and Type	Class	Description
static class	GaussianDataSource.GaussianDataSourceProvenance	Provenance for GaussianDataSource.
static class	NonlinearGaussianDataSource.NonlinearGaussianDataSourceProvenance	Provenance for NonlinearGaussianDataSource.

Methods in org.tribuo.regression.example that return DataSourceProvenance

Modifier and Type	Method	Description
DataSourceProvenance	GaussianDataSource.getProvenance()
DataSourceProvenance	NonlinearGaussianDataSource.getProvenance()

Uses of DataSourceProvenance in org.tribuo.sequence

Subinterfaces with type arguments of type DataSourceProvenance in org.tribuo.sequence

Modifier and Type	Interface	Description
interface	SequenceDataSource<T extends Output<T>>	A interface for things that can be given to a SequenceDataset's constructor.